{ "about": "Accuracy evaluation of whether past interview research answers a reader question. run-1: 3 labels, Q01-Q30. run-2: 4 labels (adds no_access, \"can't see this study\"), Q01-Q38, with a prompt that shows each excerpt's access. Each run records the commit its labels were fixed in.", "runs": [ { "label": "run-1", "status": "complete", "started_at": "2026-10-23T02:39:40.419Z", "finished_at": "2026-10-23T02:41:40.972Z", "model_requested": "claude-sonnet-5-5", "effort_requested": "medium", "models_reported": [ "claude-sonnet-5-5" ], "cli": "claude -p --model claude-sonnet-5-5 --effort medium --output-format json --tools \"\" --setting-sources \"\" --strict-mcp-config --no-session-persistence --system-prompt ", "cli_version": "2.1.309 (Claude Code)", "system_prompt": "You are checking a reader's question against a team's past interview research. Answer only from the excerpts given. Apply the supplied label rules and do not infer evidence from outside knowledge. Return only the requested JSON object.", "user_prompt_template": "Label rules:\nanswered: One or more excerpts, alone or combined, directly answer the question for the population, market and time period it asks about.\npartly: In-scope excerpts address part of the question, or a closely related aspect, but leave a material part of it open.\nnot_covered: No in-scope excerpt addresses the question.\nscope: Evidence from a different market, audience or time period than the question asks about never counts. A question about UK shoppers is not answered by US excerpts; a question about shoppers over 60 is not answered by Gen Z excerpts; a question about 2024 is not answered by 2026 interviews. If such a question has no in-scope evidence, it is not_covered. A question that names no market, audience or period is about this team's own research and can be answered by any study whose population fits.\n\nQuestion:\n\n\nCandidate excerpts:\n(No candidate excerpts.)\n\nReturn JSON only with this shape: {\"label\": \"answered\" | \"partly\" | \"not_covered\", \"cited\": [\"E07\"], \"reason\": \"\"}. Cite only excerpt ids shown above. Use an empty cited array for not_covered.", "retrieval": { "method": "Lowercase alphanumeric tokens; remove stopwords; strip trailing s for length > 3; sum distinct-token IDF = log((N + 1) / (df + 1)) + 1 over text, study_title, audience and market; ties by id.", "k": 8 }, "gold_labels_commit": "b197f2b8005110468b13af8c670eea897b1a56af", "library_commit": "b197f2b8005110468b13af8c670eea897b1a56af", "n": 30, "items": [ { "id": "Q01", "question": "Which foods get bought in bulk at 20% off?", "gold": "answered", "gold_support": [ "E01" ], "candidates": [ "E01", "E23", "E02", "E17", "E21", "E37", "E40", "E10" ], "prediction": "answered", "cited": [ "E01", "E02" ], "reason": "US shoppers who cut spending say they bulk-buy rice and pasta (and exclude fresh food) and buy two or three bottles of cleaning supplies when these are 20% off.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E01\", \"E02\"], \"reason\": \"US shoppers who cut spending say they bulk-buy rice and pasta (and exclude fresh food) and buy two or three bottles of cleaning supplies when these are 20% off.\"}", "is_error": false, "cost_usd": 0.008598, "duration_ms": 1692 }, { "id": "Q02", "question": "What got someone to try a new spicy snack?", "gold": "answered", "gold_support": [ "E15" ], "candidates": [ "E15", "E23", "E32", "E11", "E12", "E13", "E14", "E16" ], "prediction": "answered", "cited": [ "E15" ], "reason": "E15 says a short video led a Gen Z US snack buyer to look for and try a new spicy snack, which directly answers what prompted the trial.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E15\"], \"reason\": \"E15 says a short video led a Gen Z US snack buyer to look for and try a new spicy snack, which directly answers what prompted the trial.\"}", "is_error": false, "cost_usd": 0.00904, "duration_ms": 2287 }, { "id": "Q03", "question": "Why does a UK online shopper choose a repeat basket?", "gold": "answered", "gold_support": [ "E31" ], "candidates": [ "E31", "E33", "E35", "E38", "E39", "E10", "E25", "E32" ], "prediction": "answered", "cited": [ "E31" ], "reason": "A UK online grocery shopper (E31) starts each order from last week's basket because it saves searching again for the same breakfast and lunch ingredients, which directly gives the reason, though it comes from a single participant.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E31\"], \"reason\": \"A UK online grocery shopper (E31) starts each order from last week's basket because it saves searching again for the same breakfast and lunch ingredients, which directly gives the reason, though it comes from a single participant.\"}", "is_error": false, "cost_usd": 0.011178, "duration_ms": 3544 }, { "id": "Q04", "question": "Why make a second grocery stop?", "gold": "answered", "gold_support": [ "E04" ], "candidates": [ "E04", "E23", "E05", "E27", "E28", "E34", "E01", "E02" ], "prediction": "answered", "cited": [ "E04", "E28" ], "reason": "E04 gives a direct reason for a second stop (cheaper canned tomatoes and beans, worth fifteen extra minutes to keep them in meals), and E28 adds that a single product is not worth a separate trip.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E04\",\"E28\"],\"reason\":\"E04 gives a direct reason for a second stop (cheaper canned tomatoes and beans, worth fifteen extra minutes to keep them in meals), and E28 adds that a single product is not worth a separate trip.\"}", "is_error": false, "cost_usd": 0.011082, "duration_ms": 3977 }, { "id": "Q05", "question": "When does a store-brand yogurt buyer switch products?", "gold": "answered", "gold_support": [ "E28" ], "candidates": [ "E28", "E23", "E24", "E21", "E22", "E25", "E26", "E27" ], "prediction": "partly", "cited": [ "E28" ], "reason": "E28 shows one store-brand yogurt buyer switches when the product is out of stock, but it is a single participant and no other excerpt covers yogurt, so other switching triggers are left open.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E28\"], \"reason\": \"E28 shows one store-brand yogurt buyer switches when the product is out of stock, but it is a single participant and no other excerpt covers yogurt, so other switching triggers are left open.\"}", "is_error": false, "cost_usd": 0.008472, "duration_ms": 1623 }, { "id": "Q06", "question": "Are little indulgences now conditional on covering necessities first?", "gold": "answered", "gold_support": [ "E03" ], "candidates": [ "E03", "E14", "E01", "E02", "E04", "E05", "E06", "E07" ], "prediction": "answered", "cited": [ "E03" ], "reason": "E03, from US grocery shoppers who cut spending, says treats used to be added freely but are now added last and only if money remains after the basics, directly showing indulgences are conditional on covering necessities first.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E03\"], \"reason\": \"E03, from US grocery shoppers who cut spending, says treats used to be added freely but are now added last and only if money remains after the basics, directly showing indulgences are conditional on covering necessities first.\"}", "is_error": false, "cost_usd": 0.00841, "duration_ms": 1719 }, { "id": "Q07", "question": "Can a jumbo format still be the worse deal?", "gold": "answered", "gold_support": [ "E06" ], "candidates": [ "E40", "E02", "E06", "E19", "E01", "E07", "E10", "E17" ], "prediction": "answered", "cited": [ "E06" ], "reason": "A US shopper who cut spending reports that, even on sale, the larger bag was still more expensive by weight, so the bigger format can be the worse deal.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E06\"],\"reason\":\"A US shopper who cut spending reports that, even on sale, the larger bag was still more expensive by weight, so the bigger format can be the worse deal.\"}", "is_error": false, "cost_usd": 0.008244, "duration_ms": 1571 }, { "id": "Q08", "question": "Why might a parent reject a weekday recipe before placing a UK grocery order?", "gold": "answered", "gold_support": [ "E36" ], "candidates": [ "E35", "E37", "E32", "E33", "E34", "E36", "E38", "E39" ], "prediction": "answered", "cited": [ "E36" ], "reason": "A UK parent in E36 removes a dinner from the plan if it takes over half an hour on a work night, because it must be finished before the children's bedtime.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E36\"], \"reason\": \"A UK parent in E36 removes a dinner from the plan if it takes over half an hour on a work night, because it must be finished before the children's bedtime.\"}", "is_error": false, "cost_usd": 0.012028, "duration_ms": 4469 }, { "id": "Q09", "question": "Why do Gen Z snack buyers choose small packs, and when do they buy a bigger bag?", "gold": "answered", "gold_support": [ "E11", "E12", "E13" ], "candidates": [ "E11", "E17", "E15", "E13", "E29", "E12", "E19", "E20" ], "prediction": "answered", "cited": [ "E11", "E12", "E13" ], "reason": "Gen Z US snack buyers say they choose small packs to keep little cash tied up (E11) and to vary flavors (E12), and they buy a large bag when sharing with others, such as roommates (E13).", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E11\", \"E12\", \"E13\"], \"reason\": \"Gen Z US snack buyers say they choose small packs to keep little cash tied up (E11) and to vary flavors (E12), and they buy a large bag when sharing with others, such as roommates (E13).\"}", "is_error": false, "cost_usd": 0.009894, "duration_ms": 2630 }, { "id": "Q10", "question": "What keeps store-brand oats in the basket, and what makes people drop store-brand coffee?", "gold": "answered", "gold_support": [ "E21", "E27" ], "candidates": [ "E27", "E28", "E21", "E05", "E22", "E23", "E24", "E25" ], "prediction": "answered", "cited": [ "E21", "E27" ], "reason": "E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of giving something up, and E27 shows store-brand coffee is dropped when shoppers find it bitter, even at a lower price.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E21\",\"E27\"],\"reason\":\"E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of giving something up, and E27 shows store-brand coffee is dropped when shoppers find it bitter, even at a lower price.\"}", "is_error": false, "cost_usd": 0.008646000000000001, "duration_ms": 1913 }, { "id": "Q11", "question": "How do US budget cutters and UK online shoppers check ingredients as they plan meals?", "gold": "answered", "gold_support": [ "E05", "E34" ], "candidates": [ "E33", "E32", "E35", "E05", "E36", "E40", "E31", "E34" ], "prediction": "answered", "cited": [ "E05", "E34" ], "reason": "A US shopper who cut spending (E05) checks the freezer for what is already there when listing dinners, and a UK online shopper (E34) checks the fridge and freezer and crosses off ingredients already owned when making the online meal list.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E05\",\"E34\"],\"reason\":\"A US shopper who cut spending (E05) checks the freezer for what is already there when listing dinners, and a UK online shopper (E34) checks the fridge and freezer and crosses off ingredients already owned when making the online meal list.\"}", "is_error": false, "cost_usd": 0.011543999999999999, "duration_ms": 3689 }, { "id": "Q12", "question": "Do people keep buying store brands after the sale ends?", "gold": "partly", "gold_support": [ "E21", "E22", "E23", "E27", "E28" ], "candidates": [ "E27", "E28", "E03", "E05", "E21", "E22", "E23", "E24" ], "prediction": "partly", "cited": [ "E23", "E27", "E22" ], "reason": "E23 tried a store-brand product on discount and has not rebought it, and E27 dropped a store-brand coffee despite its lower price, but E22 only shows ongoing store-brand use without mentioning a sale, so no excerpt directly shows what people do once a promotion ends.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E23\", \"E27\", \"E22\"], \"reason\": \"E23 tried a store-brand product on discount and has not rebought it, and E27 dropped a store-brand coffee despite its lower price, but E22 only shows ongoing store-brand use without mentioning a sale, so no excerpt directly shows what people do once a promotion ends.\"}", "is_error": false, "cost_usd": 0.011262000000000001, "duration_ms": 3690 }, { "id": "Q13", "question": "Do younger people care about price more?", "gold": "partly", "gold_support": [ "E11", "E14", "E16", "E19" ], "candidates": [ "E06", "E22", "E10", "E14", "E16", "E19", "E21", "E23" ], "prediction": "partly", "cited": [ "E16", "E19", "E14" ], "reason": "Gen Z snack buyers aged 18–26 show price sensitivity (E16, E19) alongside willingness to pay more for filling snacks (E14), but no excerpt compares them with older shoppers, so whether younger people care about price more is left open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E16\",\"E19\",\"E14\"],\"reason\":\"Gen Z snack buyers aged 18–26 show price sensitivity (E16, E19) alongside willingness to pay more for filling snacks (E14), but no excerpt compares them with older shoppers, so whether younger people care about price more is left open.\"}", "is_error": false, "cost_usd": 0.010914, "duration_ms": 3273 }, { "id": "Q14", "question": "Does planning around the freezer help US budget cutters waste less, and how much does it save?", "gold": "partly", "gold_support": [ "E05" ], "candidates": [ "E31", "E34", "E02", "E11", "E05", "E09", "E19", "E22" ], "prediction": "partly", "cited": [ "E05" ], "reason": "E05 (US cost-cutting shopper) says checking the freezer when planning meals keeps her from buying ingredients the household won't finish, which speaks to waste, but no in-scope excerpt gives any savings amount (the UK excerpts E34 and E31 are out of market).", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E05\"], \"reason\": \"E05 (US cost-cutting shopper) says checking the freezer when planning meals keeps her from buying ingredients the household won't finish, which speaks to waste, but no in-scope excerpt gives any savings amount (the UK excerpts E34 and E31 are out of market).\"}", "is_error": false, "cost_usd": 0.008742, "duration_ms": 2018 }, { "id": "Q15", "question": "Do snack videos get US Gen Z shoppers to try things and keep buying them for months?", "gold": "partly", "gold_support": [ "E15" ], "candidates": [ "E15", "E12", "E18", "E20", "E23", "E05", "E11", "E13" ], "prediction": "partly", "cited": [ "E15" ], "reason": "E15 shows a short video prompted a US Gen Z snack buyer to try a product but makes repeat purchase conditional on taste, so trial is addressed while sustained buying over months is left open (E23 is a different audience and category).", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E15\"],\"reason\":\"E15 shows a short video prompted a US Gen Z snack buyer to try a product but makes repeat purchase conditional on taste, so trial is addressed while sustained buying over months is left open (E23 is a different audience and category).\"}", "is_error": false, "cost_usd": 0.00848, "duration_ms": 1956 }, { "id": "Q16", "question": "Are US budget cutters batching grocery trips, and what does that save on fuel?", "gold": "partly", "gold_support": [ "E08" ], "candidates": [ "E08", "E02", "E28", "E31", "E01", "E03", "E04", "E05" ], "prediction": "partly", "cited": [ "E08" ], "reason": "E08, from a US budget-cutter, shows one shopper skipping single-item trips and waiting until several items are needed because fuel costs outweigh the saving, but no excerpt shows how common batching is or quantifies any fuel savings.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E08\"], \"reason\": \"E08, from a US budget-cutter, shows one shopper skipping single-item trips and waiting until several items are needed because fuel costs outweigh the saving, but no excerpt shows how common batching is or quantifies any fuel savings.\"}", "is_error": false, "cost_usd": 0.009772, "duration_ms": 2630 }, { "id": "Q17", "question": "Does tracking the bill on a phone keep US budget cutters within budget and make them calmer?", "gold": "partly", "gold_support": [ "E07" ], "candidates": [ "E02", "E05", "E28", "E34", "E07", "E10", "E09", "E23" ], "prediction": "partly", "cited": [ "E07" ], "reason": "E07 shows a US budget-cutter checking a running phone total and putting back an item when over the limit (staying within budget), but no in-scope excerpt addresses whether this makes them calmer.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E07\"],\"reason\":\"E07 shows a US budget-cutter checking a running phone total and putting back an item when over the limit (staying within budget), but no in-scope excerpt addresses whether this makes them calmer.\"}", "is_error": false, "cost_usd": 0.008406, "duration_ms": 1760 }, { "id": "Q18", "question": "Do UK online deliveries fit around work, and how often are they late?", "gold": "partly", "gold_support": [ "E32", "E40" ], "candidates": [ "E33", "E40", "E32", "E36", "E37", "E18", "E31", "E34" ], "prediction": "partly", "cited": [ "E32", "E33", "E40" ], "reason": "UK participants describe fitting delivery slots around being home after work (E32, E33) and one plans for a late van (E40), but no excerpt says how often deliveries are actually late.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E32\",\"E33\",\"E40\"],\"reason\":\"UK participants describe fitting delivery slots around being home after work (E32, E33) and one plans for a late van (E40), but no excerpt says how often deliveries are actually late.\"}", "is_error": false, "cost_usd": 0.010156, "duration_ms": 2800 }, { "id": "Q19", "question": "Do UK households agree dinners before ordering, and do they follow the plan?", "gold": "partly", "gold_support": [ "E33", "E38" ], "candidates": [ "E33", "E38", "E36", "E35", "E40", "E32", "E04", "E34" ], "prediction": "partly", "cited": [ "E38", "E33", "E36" ], "reason": "E38 shows one UK household agreeing dinners before ordering and E33 shows a shopper checking who is home first, but no excerpt says whether households actually follow the plan (E36 only shows a dinner being dropped from a plan).", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E38\", \"E33\", \"E36\"], \"reason\": \"E38 shows one UK household agreeing dinners before ordering and E33 shows a shopper checking who is home first, but no excerpt says whether households actually follow the plan (E36 only shows a dinner being dropped from a plan).\"}", "is_error": false, "cost_usd": 0.010494, "duration_ms": 2794 }, { "id": "Q20", "question": "Do UK shoppers wait for a 20% discount on rice, pasta and cleaning supplies, then stock up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E02", "E01", "E16", "E28", "E29", "E08", "E10", "E23" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about UK shoppers, but every excerpt, including the 20% discount stock-up ones (E01, E02), comes from US participants, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The question asks about UK shoppers, but every excerpt, including the 20% discount stock-up ones (E01, E02), comes from US participants, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.008527999999999999, "duration_ms": 1650 }, { "id": "Q21", "question": "Do UK shoppers stay with store-brand dish soap because it cleans pans for less?", "gold": "not_covered", "gold_support": [], "candidates": [ "E22", "E21", "E24", "E27", "E09", "E23", "E25", "E26" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt about store-brand dish soap (E22) is from US shoppers, and the question asks about UK shoppers, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt about store-brand dish soap (E22) is from US shoppers, and the question asks about UK shoppers, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.008364, "duration_ms": 1543 }, { "id": "Q22", "question": "Do UK Gen Z shoppers buy single-serving snacks to change flavours more often?", "gold": "not_covered", "gold_support": [], "candidates": [ "E12", "E19", "E14", "E11", "E15", "E17", "E20", "E09" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about UK Gen Z shoppers, but all relevant excerpts are from US participants, which are out of scope, and the only other study concerns US household affordability.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The question asks about UK Gen Z shoppers, but all relevant excerpts are from US participants, which are out of scope, and the only other study concerns US household affordability.\"}", "is_error": false, "cost_usd": 0.008266, "duration_ms": 1905 }, { "id": "Q23", "question": "Do US shoppers over 60 buy small snack packs to avoid tying up cash or getting stuck with one flavour?", "gold": "not_covered", "gold_support": [], "candidates": [ "E11", "E17", "E02", "E16", "E21", "E29", "E15", "E27" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpts on small snack packs and tying up cash are from US snack buyers aged 18–26, which is the wrong age group for shoppers over 60, and the other in-scope-market excerpts do not cover over-60 snack buying.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpts on small snack packs and tying up cash are from US snack buyers aged 18–26, which is the wrong age group for shoppers over 60, and the other in-scope-market excerpts do not cover over-60 snack buying.\"}", "is_error": false, "cost_usd": 0.0087, "duration_ms": 1782 }, { "id": "Q24", "question": "Do US children under 18 skip an afternoon snack when its price goes up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E16", "E11", "E14", "E27", "E12", "E13", "E15", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on skipping a snack after a price rise (E16) is from a 26-year-old in an 18–26 adult sample, and no excerpt covers US children under 18.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt on skipping a snack after a price rise (E16) is from a 26-year-old in an 18–26 adult sample, and no excerpt covers US children under 18.\"}", "is_error": false, "cost_usd": 0.008318, "duration_ms": 1683 }, { "id": "Q25", "question": "Do UK online shoppers over 60 reuse last week's basket to avoid searching again?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E02", "E32", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK online grocery excerpts cover adults aged 35–60 (the basket-reuse one is from a 47-year-old), so none cover shoppers over 60, and the other excerpts are US.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The only UK online grocery excerpts cover adults aged 35–60 (the basket-reuse one is from a 47-year-old), so none cover shoppers over 60, and the other excerpts are US.\"}", "is_error": false, "cost_usd": 0.009406000000000001, "duration_ms": 2292 }, { "id": "Q26", "question": "In 2024, did US budget cutters wait for 20% off before stocking up on rice and pasta?", "gold": "not_covered", "gold_support": [], "candidates": [ "E01", "E02", "E27", "E16", "E29", "E34", "E39", "E08" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpts on waiting for 20% off rice or pasta (E01) come from US budget cutters interviewed in 2026-08, and the question asks about 2024, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpts on waiting for 20% off rice or pasta (E01) come from US budget cutters interviewed in 2026-08, and the question asks about 2024, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.008988, "duration_ms": 1761 }, { "id": "Q27", "question": "In 2025, did US Gen Z shoppers try new snacks after watching short videos?", "gold": "not_covered", "gold_support": [], "candidates": [ "E15", "E27", "E11", "E12", "E13", "E14", "E16", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt about trying a snack after a short video (E15) is from a March 2026 interview, and the question asks about 2025, so no excerpt is in scope for the time period.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt about trying a snack after a short video (E15) is from a March 2026 interview, and the question asks about 2025, so no excerpt is in scope for the time period.\"}", "is_error": false, "cost_usd": 0.009248000000000001, "duration_ms": 2240 }, { "id": "Q28", "question": "In June 2026, were UK online shoppers building orders from the previous week's basket?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E32", "E02", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK excerpts on starting orders from last week's basket (E31) are from November 2025, not June 2026, and the June 2026 excerpt (E21) is from US shoppers, so no in-scope evidence exists for the asked market and period.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only UK excerpts on starting orders from last week's basket (E31) are from November 2025, not June 2026, and the June 2026 excerpt (E21) is from US shoppers, so no in-scope evidence exists for the asked market and period.\"}", "is_error": false, "cost_usd": 0.008784, "duration_ms": 1691 }, { "id": "Q29", "question": "Do animal welfare labels change what people buy?", "gold": "not_covered", "gold_support": [], "candidates": [ "E23", "E25", "E01", "E02", "E09", "E11", "E12", "E15" ], "prediction": "not_covered", "cited": [], "reason": "None of the excerpts mention animal welfare labels or how such labels affect purchases; they cover discounts, store brands, shelf labels, and snack choices only.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"None of the excerpts mention animal welfare labels or how such labels affect purchases; they cover discounts, store brands, shelf labels, and snack choices only.\"}", "is_error": false, "cost_usd": 0.008265999999999999, "duration_ms": 1646 }, { "id": "Q30", "question": "How much will US shoppers pay for grocery delivery?", "gold": "not_covered", "gold_support": [], "candidates": [ "E14", "E05", "E28", "E11", "E32", "E40", "E01", "E02" ], "prediction": "not_covered", "cited": [], "reason": "No US excerpt discusses willingness to pay for grocery delivery; the delivery-related excerpts (E32, E40) are from the UK and do not mention price, and the US excerpts cover snacks, discounts, and store brands without addressing delivery fees.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"No US excerpt discusses willingness to pay for grocery delivery; the delivery-related excerpts (E32, E40) are from the UK and do not mention price, and the US excerpts cover snacks, discounts, and store brands without addressing delivery fees.\"}", "is_error": false, "cost_usd": 0.008682, "duration_ms": 1723 } ], "score": { "n": 30, "correct": 29, "accuracy": 0.967, "confusion": { "answered": { "answered": 10, "partly": 1, "not_covered": 0, "invalid": 0 }, "partly": { "answered": 0, "partly": 8, "not_covered": 0, "invalid": 0 }, "not_covered": { "answered": 0, "partly": 0, "not_covered": 11, "invalid": 0 } }, "false_not_covered": { "count": 0, "of": 19, "ids": [] }, "false_answered": { "count": 0, "of": 11, "ids": [] }, "invalid": { "count": 0, "ids": [] }, "retrieval": { "questions_with_support": 19, "all_support_retrieved": 18, "missing": [ { "id": "Q13", "missing_ids": [ "E11" ] } ] } }, "total_cost_usd": 0.28091200000000005 }, { "label": "run-2", "status": "complete", "started_at": "2026-10-23T03:18:53.002Z", "finished_at": "2026-10-23T03:21:11.426Z", "model_requested": "claude-sonnet-5-5", "effort_requested": "medium", "models_reported": [ "claude-sonnet-5-5" ], "cli": "claude -p --model claude-sonnet-5-5 --effort medium --output-format json --tools \"\" --setting-sources \"\" --strict-mcp-config --no-session-persistence --system-prompt ", "cli_version": "2.1.309 (Claude Code)", "system_prompt": "You are checking a reader's question against a team's past interview research. Answer only from the excerpts given. Apply the supplied label rules and do not infer evidence from outside knowledge. Return only the requested JSON object.", "user_prompt_template": "Label rules:\nanswered: One or more excerpts, alone or combined, directly answer the question for the population, market and time period it asks about.\npartly: In-scope excerpts address part of the question, or a closely related aspect, but leave a material part of it open.\nnot_covered: No in-scope excerpt addresses the question.\nno_access: The only in-scope excerpts that address the question come from studies the reader cannot open. Say the study exists and who owns it; do not answer from it or quote it.\nscope: Evidence from a different market, audience or time period than the question asks about never counts. A question about UK shoppers is not answered by US excerpts; a question about shoppers over 60 is not answered by Gen Z excerpts; a question about 2024 is not answered by 2026 interviews. If such a question has no in-scope evidence, it is not_covered. A question that names no market, audience or period is about this team's own research and can be answered by any study whose population fits. Access never changes scope: a restricted study about a different market, audience or period does not count either. If an open in-scope excerpt answers or partly answers the question, label it from the open evidence.\n\nQuestion:\n\n\nCandidate excerpts:\n(No candidate excerpts.)\n\nReturn JSON only with this shape: {\"label\": \"answered\" | \"partly\" | \"not_covered\" | \"no_access\", \"cited\": [\"E07\"], \"reason\": \"\"}. Cite only excerpt ids shown above. Use an empty cited array for not_covered.", "retrieval": { "method": "Lowercase alphanumeric tokens; remove stopwords; strip trailing s for length > 3; sum distinct-token IDF = log((N + 1) / (df + 1)) + 1 over text, study_title, audience and market; ties by id.", "k": 8 }, "gold_labels_commit": "7689ddc45067213545e01d433e776f04c4fc02b4", "library_commit": "7689ddc45067213545e01d433e776f04c4fc02b4", "n": 38, "labels": [ "answered", "partly", "not_covered", "no_access" ], "items": [ { "id": "Q01", "question": "Which foods get bought in bulk at 20% off?", "gold": "answered", "gold_support": [ "E01" ], "candidates": [ "E01", "E02", "E17", "E21", "E37", "E40", "E10", "E34" ], "prediction": "answered", "cited": [ "E01", "E02" ], "reason": "US shoppers who cut spending say they buy rice and pasta in bulk at 20% off (and fresh food is excluded), and also stock up on cleaning supplies at that discount.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E01\",\"E02\"],\"reason\":\"US shoppers who cut spending say they buy rice and pasta in bulk at 20% off (and fresh food is excluded), and also stock up on cleaning supplies at that discount.\"}", "is_error": false, "cost_usd": 0.009494, "duration_ms": 1783 }, { "id": "Q02", "question": "What got someone to try a new spicy snack?", "gold": "answered", "gold_support": [ "E15" ], "candidates": [ "E15", "E23", "E32", "E42", "E11", "E12", "E13", "E14" ], "prediction": "partly", "cited": [ "E15" ], "reason": "E15, from a Gen Z US snack buyer, says a short video prompted trying a new spicy snack, but it is a single participant and repeat purchase depends on taste, so the broader question of what gets people to try one is only partly addressed.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E15\"], \"reason\": \"E15, from a Gen Z US snack buyer, says a short video prompted trying a new spicy snack, but it is a single participant and repeat purchase depends on taste, so the broader question of what gets people to try one is only partly addressed.\"}", "is_error": false, "cost_usd": 0.009434000000000001, "duration_ms": 1704 }, { "id": "Q03", "question": "Why does a UK online shopper choose a repeat basket?", "gold": "answered", "gold_support": [ "E31" ], "candidates": [ "E31", "E33", "E38", "E39", "E35", "E32", "E34", "E36" ], "prediction": "partly", "cited": [ "E31" ], "reason": "Only E31 addresses repeat baskets (a UK participant starts from last week's basket to avoid searching for the same breakfast and lunch ingredients again), which gives one motive from a single participant while the other excerpts cover unrelated planning behaviours, so the wider reasons remain open.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E31\"], \"reason\": \"Only E31 addresses repeat baskets (a UK participant starts from last week's basket to avoid searching for the same breakfast and lunch ingredients again), which gives one motive from a single participant while the other excerpts cover unrelated planning behaviours, so the wider reasons remain open.\"}", "is_error": false, "cost_usd": 0.009874, "duration_ms": 1861 }, { "id": "Q04", "question": "Why make a second grocery stop?", "gold": "answered", "gold_support": [ "E04" ], "candidates": [ "E04", "E23", "E05", "E27", "E28", "E34", "E01", "E02" ], "prediction": "answered", "cited": [ "E04" ], "reason": "E04 directly gives a reason for a second stop: a shopper walks to another store for cheaper canned tomatoes and beans so they don't have to drop them from family dinners.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E04\"],\"reason\":\"E04 directly gives a reason for a second stop: a shopper walks to another store for cheaper canned tomatoes and beans so they don't have to drop them from family dinners.\"}", "is_error": false, "cost_usd": 0.011536000000000001, "duration_ms": 3442 }, { "id": "Q05", "question": "When does a store-brand yogurt buyer switch products?", "gold": "answered", "gold_support": [ "E28" ], "candidates": [ "E28", "E23", "E24", "E21", "E22", "E25", "E26", "E27" ], "prediction": "partly", "cited": [ "E28" ], "reason": "E28 shows a store-brand yogurt buyer switches when the product is out of stock and they won't make another trip, but it is a single participant and other switching triggers (price, quality, etc.) for yogurt are not covered.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E28\"],\"reason\":\"E28 shows a store-brand yogurt buyer switches when the product is out of stock and they won't make another trip, but it is a single participant and other switching triggers (price, quality, etc.) for yogurt are not covered.\"}", "is_error": false, "cost_usd": 0.009486, "duration_ms": 1664 }, { "id": "Q06", "question": "Are little indulgences now conditional on covering necessities first?", "gold": "answered", "gold_support": [ "E03" ], "candidates": [ "E03", "E14", "E41", "E01", "E02", "E04", "E05", "E06" ], "prediction": "answered", "cited": [ "E03" ], "reason": "A US shopper who cut spending in the last year says they now add a treat only at the end if money remains after the basics, directly showing indulgences depend on covering necessities first.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E03\"], \"reason\": \"A US shopper who cut spending in the last year says they now add a treat only at the end if money remains after the basics, directly showing indulgences depend on covering necessities first.\"}", "is_error": false, "cost_usd": 0.009332, "duration_ms": 1647 }, { "id": "Q07", "question": "Can a jumbo format still be the worse deal?", "gold": "answered", "gold_support": [ "E06" ], "candidates": [ "E40", "E02", "E50", "E06", "E19", "E48", "E01", "E07" ], "prediction": "answered", "cited": [ "E06" ], "reason": "E06, an open US study of shoppers who cut spending, shows a participant finding that the larger bag was still more expensive by weight even on sale and choosing the smaller one, while the matching restricted E48 is not used.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E06\"],\"reason\":\"E06, an open US study of shoppers who cut spending, shows a participant finding that the larger bag was still more expensive by weight even on sale and choosing the smaller one, while the matching restricted E48 is not used.\"}", "is_error": false, "cost_usd": 0.00968, "duration_ms": 1720 }, { "id": "Q08", "question": "Why might a parent reject a weekday recipe before placing a UK grocery order?", "gold": "answered", "gold_support": [ "E36" ], "candidates": [ "E35", "E37", "E32", "E33", "E34", "E36", "E38", "E39" ], "prediction": "answered", "cited": [ "E36" ], "reason": "A UK participant with children (S4-P06, aged 36) removes a dinner from the meal plan before ordering if it takes more than half an hour on a work night, because it must be finished before the children's bedtime.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E36\"],\"reason\":\"A UK participant with children (S4-P06, aged 36) removes a dinner from the meal plan before ordering if it takes more than half an hour on a work night, because it must be finished before the children's bedtime.\"}", "is_error": false, "cost_usd": 0.012208, "duration_ms": 3741 }, { "id": "Q09", "question": "Why do Gen Z snack buyers choose small packs, and when do they buy a bigger bag?", "gold": "answered", "gold_support": [ "E11", "E12", "E13" ], "candidates": [ "E11", "E17", "E15", "E13", "E29", "E12", "E19", "E20" ], "prediction": "answered", "cited": [ "E11", "E12", "E19", "E13" ], "reason": "In-scope US Gen Z excerpts show small packs are chosen to limit cash tied up in a snack (E11), keep flavor variety (E12) and stay within a price ceiling (E19), while a larger bag is bought when sharing with roommates (E13).", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E11\",\"E12\",\"E19\",\"E13\"],\"reason\":\"In-scope US Gen Z excerpts show small packs are chosen to limit cash tied up in a snack (E11), keep flavor variety (E12) and stay within a price ceiling (E19), while a larger bag is bought when sharing with roommates (E13).\"}", "is_error": false, "cost_usd": 0.009648, "duration_ms": 1816 }, { "id": "Q10", "question": "What keeps store-brand oats in the basket, and what makes people drop store-brand coffee?", "gold": "answered", "gold_support": [ "E21", "E27" ], "candidates": [ "E27", "E28", "E21", "E05", "E47", "E22", "E23", "E24" ], "prediction": "answered", "cited": [ "E21", "E27" ], "reason": "E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of sacrifice, and E27 shows store-brand coffee is dropped when it tastes bitter, even at a lower price, both from open US store-brand shoppers in 2026.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E21\",\"E27\"],\"reason\":\"E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of sacrifice, and E27 shows store-brand coffee is dropped when it tastes bitter, even at a lower price, both from open US store-brand shoppers in 2026.\"}", "is_error": false, "cost_usd": 0.009858, "duration_ms": 1848 }, { "id": "Q11", "question": "How do US budget cutters and UK online shoppers check ingredients as they plan meals?", "gold": "answered", "gold_support": [ "E05", "E34" ], "candidates": [ "E33", "E32", "E35", "E05", "E36", "E40", "E31", "E34" ], "prediction": "answered", "cited": [ "E05", "E34" ], "reason": "US budget cutters check what is already in the freezer before shopping so they don't buy ingredients they won't finish (E05), and UK online shoppers check the fridge and freezer and cross off ingredients they already have before building their online list (E34).", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E05\",\"E34\"],\"reason\":\"US budget cutters check what is already in the freezer before shopping so they don't buy ingredients they won't finish (E05), and UK online shoppers check the fridge and freezer and cross off ingredients they already have before building their online list (E34).\"}", "is_error": false, "cost_usd": 0.011404, "duration_ms": 2721 }, { "id": "Q12", "question": "Do people keep buying store brands after the sale ends?", "gold": "partly", "gold_support": [ "E21", "E22", "E23", "E27", "E28" ], "candidates": [ "E48", "E27", "E28", "E05", "E41", "E03", "E50", "E21" ], "prediction": "partly", "cited": [ "E21", "E28", "E27" ], "reason": "Open store-brand loyalty interviews show people keep buying store brands when quality is satisfactory (E21, E28) and drop them when it isn't (E27), but none say what happens when a store-brand sale or promotion ends.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E21\",\"E28\",\"E27\"],\"reason\":\"Open store-brand loyalty interviews show people keep buying store brands when quality is satisfactory (E21, E28) and drop them when it isn't (E27), but none say what happens when a store-brand sale or promotion ends.\"}", "is_error": false, "cost_usd": 0.012558, "duration_ms": 3836 }, { "id": "Q13", "question": "Do younger people care about price more?", "gold": "partly", "gold_support": [ "E11", "E14", "E16", "E19" ], "candidates": [ "E06", "E48", "E22", "E43", "E14", "E19", "E21", "E36" ], "prediction": "partly", "cited": [ "E19", "E14" ], "reason": "The Gen Z snacking interviews show younger buyers weighing price (an 18-year-old puts snacks back when they cost too much, a 24-year-old will pay a little more for a snack that fills them up), but no excerpt gives older shoppers' views on price for comparison, so whether younger people care about price more is left open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E19\",\"E14\"],\"reason\":\"The Gen Z snacking interviews show younger buyers weighing price (an 18-year-old puts snacks back when they cost too much, a 24-year-old will pay a little more for a snack that fills them up), but no excerpt gives older shoppers' views on price for comparison, so whether younger people care about price more is left open.\"}", "is_error": false, "cost_usd": 0.011816, "duration_ms": 3199 }, { "id": "Q14", "question": "Does planning around the freezer help US budget cutters waste less, and how much does it save?", "gold": "partly", "gold_support": [ "E05" ], "candidates": [ "E31", "E34", "E02", "E11", "E05", "E09", "E19", "E22" ], "prediction": "partly", "cited": [ "E05" ], "reason": "E05, from US grocery shoppers who cut spending, says checking the freezer when planning meals keeps them from buying ingredients they won't finish (waste avoidance), but no in-scope excerpt gives any savings amount; the UK excerpts E34 and E31 are out of market and don't count.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E05\"],\"reason\":\"E05, from US grocery shoppers who cut spending, says checking the freezer when planning meals keeps them from buying ingredients they won't finish (waste avoidance), but no in-scope excerpt gives any savings amount; the UK excerpts E34 and E31 are out of market and don't count.\"}", "is_error": false, "cost_usd": 0.0097, "duration_ms": 1760 }, { "id": "Q15", "question": "Do snack videos get US Gen Z shoppers to try things and keep buying them for months?", "gold": "partly", "gold_support": [ "E15" ], "candidates": [ "E15", "E12", "E18", "E20", "E23", "E05", "E11", "E13" ], "prediction": "partly", "cited": [ "E15" ], "reason": "E15 shows a US Gen Z snack buyer (18–26) tried a snack after a short video but would rebuy only if the taste were good, so the trial part is addressed while repeat purchase over months is left open and unsupported by any other in-scope excerpt.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E15\"],\"reason\":\"E15 shows a US Gen Z snack buyer (18–26) tried a snack after a short video but would rebuy only if the taste were good, so the trial part is addressed while repeat purchase over months is left open and unsupported by any other in-scope excerpt.\"}", "is_error": false, "cost_usd": 0.00949, "duration_ms": 1992 }, { "id": "Q16", "question": "Are US budget cutters batching grocery trips, and what does that save on fuel?", "gold": "partly", "gold_support": [ "E08" ], "candidates": [ "E08", "E02", "E28", "E31", "E01", "E03", "E04", "E05" ], "prediction": "partly", "cited": [ "E08" ], "reason": "E08, a US budget-cutter, says they now wait until they need several items from a shop because fuel costs swallow the saving from a single-bargain trip, which shows trip batching, but no excerpt quantifies or describes the fuel savings.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E08\"],\"reason\":\"E08, a US budget-cutter, says they now wait until they need several items from a shop because fuel costs swallow the saving from a single-bargain trip, which shows trip batching, but no excerpt quantifies or describes the fuel savings.\"}", "is_error": false, "cost_usd": 0.009526, "duration_ms": 1808 }, { "id": "Q17", "question": "Does tracking the bill on a phone keep US budget cutters within budget and make them calmer?", "gold": "partly", "gold_support": [ "E07" ], "candidates": [ "E02", "E05", "E28", "E34", "E07", "E10", "E09", "E23" ], "prediction": "partly", "cited": [ "E07" ], "reason": "E07 (US budget cutters, 2026-08) shows one shopper tracking a running total on their phone and putting items back when over their limit, which addresses staying within budget, but nothing speaks to feeling calmer and it is a single participant.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E07\"],\"reason\":\"E07 (US budget cutters, 2026-08) shows one shopper tracking a running total on their phone and putting items back when over their limit, which addresses staying within budget, but nothing speaks to feeling calmer and it is a single participant.\"}", "is_error": false, "cost_usd": 0.009479999999999999, "duration_ms": 1829 }, { "id": "Q18", "question": "Do UK online deliveries fit around work, and how often are they late?", "gold": "partly", "gold_support": [ "E32", "E40" ], "candidates": [ "E33", "E40", "E32", "E36", "E37", "E18", "E31", "E34" ], "prediction": "partly", "cited": [ "E32", "E40", "E33" ], "reason": "UK participants show deliveries are fitted around work and home availability (booking evening slots, checking which evenings someone is home), and one mentions a late van, but no excerpt says how often deliveries are late.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E32\",\"E40\",\"E33\"],\"reason\":\"UK participants show deliveries are fitted around work and home availability (booking evening slots, checking which evenings someone is home), and one mentions a late van, but no excerpt says how often deliveries are late.\"}", "is_error": false, "cost_usd": 0.00961, "duration_ms": 1755 }, { "id": "Q19", "question": "Do UK households agree dinners before ordering, and do they follow the plan?", "gold": "partly", "gold_support": [ "E33", "E38" ], "candidates": [ "E33", "E38", "E36", "E35", "E40", "E32", "E04", "E34" ], "prediction": "partly", "cited": [ "E38", "E33" ], "reason": "UK excerpts show households agreeing or coordinating dinners before ordering (E38 agrees dinners with the other adult; E33 asks who is home before planning), but none say whether households actually follow the plan after the order arrives, so the second half stays open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E38\",\"E33\"],\"reason\":\"UK excerpts show households agreeing or coordinating dinners before ordering (E38 agrees dinners with the other adult; E33 asks who is home before planning), but none say whether households actually follow the plan after the order arrives, so the second half stays open.\"}", "is_error": false, "cost_usd": 0.009764, "duration_ms": 1836 }, { "id": "Q20", "question": "Do UK shoppers wait for a 20% discount on rice, pasta and cleaning supplies, then stock up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E02", "E01", "E16", "E28", "E10", "E23", "E29", "E48" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about UK shoppers, but every excerpt (including the restricted one) covers US shoppers, so no in-scope evidence exists.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The question asks about UK shoppers, but every excerpt (including the restricted one) covers US shoppers, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.00951, "duration_ms": 1625 }, { "id": "Q21", "question": "Do UK shoppers stay with store-brand dish soap because it cleans pans for less?", "gold": "not_covered", "gold_support": [], "candidates": [ "E22", "E21", "E24", "E27", "E09", "E23", "E25", "E26" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on store-brand dish soap (E22) comes from a US study, and the question asks about UK shoppers, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt on store-brand dish soap (E22) comes from a US study, and the question asks about UK shoppers, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009282, "duration_ms": 1731 }, { "id": "Q22", "question": "Do UK Gen Z shoppers buy single-serving snacks to change flavours more often?", "gold": "not_covered", "gold_support": [], "candidates": [ "E12", "E19", "E14", "E11", "E15", "E17", "E20", "E13" ], "prediction": "not_covered", "cited": [], "reason": "All excerpts are from a US study of Gen Z snack buyers, and the question asks about UK Gen Z shoppers, so none are in scope.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"All excerpts are from a US study of Gen Z snack buyers, and the question asks about UK Gen Z shoppers, so none are in scope.\"}", "is_error": false, "cost_usd": 0.009158, "duration_ms": 1401 }, { "id": "Q23", "question": "Do US shoppers over 60 buy small snack packs to avoid tying up cash or getting stuck with one flavour?", "gold": "not_covered", "gold_support": [], "candidates": [ "E11", "E17", "E02", "E16", "E21", "E44", "E29", "E15" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpts about small snack packs and cash (E11, E16) come from US snack buyers aged 18–26, which is a different audience from shoppers over 60, and no in-scope excerpt covers over-60 shoppers or the one-flavour concern.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpts about small snack packs and cash (E11, E16) come from US snack buyers aged 18–26, which is a different audience from shoppers over 60, and no in-scope excerpt covers over-60 shoppers or the one-flavour concern.\"}", "is_error": false, "cost_usd": 0.0097, "duration_ms": 1757 }, { "id": "Q24", "question": "Do US children under 18 skip an afternoon snack when its price goes up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E16", "E11", "E14", "E50", "E27", "E49", "E12", "E13" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about US children under 18, but the only snack-related excerpts cover buyers aged 18–26 (and restricted adult grocery shoppers), so no in-scope excerpt addresses minors.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The question asks about US children under 18, but the only snack-related excerpts cover buyers aged 18–26 (and restricted adult grocery shoppers), so no in-scope excerpt addresses minors.\"}", "is_error": false, "cost_usd": 0.009583999999999999, "duration_ms": 1787 }, { "id": "Q25", "question": "Do UK online shoppers over 60 reuse last week's basket to avoid searching again?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E32", "E02", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK online grocery excerpts cover adults aged 35–60 (participants 39–58), not shoppers over 60, and the remaining excerpts are US, so no in-scope evidence addresses the question.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only UK online grocery excerpts cover adults aged 35–60 (participants 39–58), not shoppers over 60, and the remaining excerpts are US, so no in-scope evidence addresses the question.\"}", "is_error": false, "cost_usd": 0.010520000000000002, "duration_ms": 2206 }, { "id": "Q26", "question": "In 2024, did US budget cutters wait for 20% off before stocking up on rice and pasta?", "gold": "not_covered", "gold_support": [], "candidates": [ "E01", "E02", "E27", "E16", "E29", "E34", "E39", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on waiting for 20% off rice or pasta (E01) comes from a 2026-08 US study, which is a different time period than the 2024 the question asks about, so no in-scope evidence exists.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The only excerpt on waiting for 20% off rice or pasta (E01) comes from a 2026-08 US study, which is a different time period than the 2024 the question asks about, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009566, "duration_ms": 1547 }, { "id": "Q27", "question": "In 2025, did US Gen Z shoppers try new snacks after watching short videos?", "gold": "not_covered", "gold_support": [], "candidates": [ "E15", "E27", "E11", "E12", "E13", "E14", "E16", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt about trying a snack after a short video (E15) is from March 2026 interviews, which is outside the 2025 period the question asks about, and no other excerpt addresses 2025.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt about trying a snack after a short video (E15) is from March 2026 interviews, which is outside the 2025 period the question asks about, and no other excerpt addresses 2025.\"}", "is_error": false, "cost_usd": 0.009302000000000001, "duration_ms": 1559 }, { "id": "Q28", "question": "In June 2026, were UK online shoppers building orders from the previous week's basket?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E32", "E02", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK excerpts on starting orders from last week's basket (E31) come from November 2025 interviews, which are outside the June 2026 period asked about, and the June 2026 excerpt (E21) is US-based, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only UK excerpts on starting orders from last week's basket (E31) come from November 2025 interviews, which are outside the June 2026 period asked about, and the June 2026 excerpt (E21) is US-based, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009742, "duration_ms": 1883 }, { "id": "Q29", "question": "Do animal welfare labels change what people buy?", "gold": "not_covered", "gold_support": [], "candidates": [ "E41", "E23", "E25", "E01", "E02", "E09", "E11", "E12" ], "prediction": "not_covered", "cited": [], "reason": "None of the excerpts discuss animal welfare labels or their effect on purchases; the pet food excerpt is about recipe switching and the others cover price, discounts, shelf labels and snack sizes.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"None of the excerpts discuss animal welfare labels or their effect on purchases; the pet food excerpt is about recipe switching and the others cover price, discounts, shelf labels and snack sizes.\"}", "is_error": false, "cost_usd": 0.009366, "duration_ms": 1646 }, { "id": "Q30", "question": "How much will US shoppers pay for grocery delivery?", "gold": "not_covered", "gold_support": [], "candidates": [ "E14", "E05", "E28", "E50", "E11", "E32", "E40", "E01" ], "prediction": "not_covered", "cited": [], "reason": "No in-scope US excerpt addresses what shoppers will pay for grocery delivery; the only delivery excerpts (E32, E40) are from the UK and out of scope, and the US excerpts cover snacks, budgeting, and store brands without mentioning delivery fees.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"No in-scope US excerpt addresses what shoppers will pay for grocery delivery; the only delivery excerpts (E32, E40) are from the UK and out of scope, and the US excerpts cover snacks, budgeting, and store brands without mentioning delivery fees.\"}", "is_error": false, "cost_usd": 0.009736, "duration_ms": 1862 }, { "id": "Q31", "question": "Why might a US pet owner avoid variety in an animal's diet?", "gold": "no_access", "gold_support": [ "E41" ], "candidates": [ "E44", "E45", "E02", "E21", "E41", "E42", "E43", "E31" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpt that addresses the question (E41, a US pet owner who avoids changing a cat's food because a sudden change upset her stomach) comes from the restricted Pet food and supplies study owned by the Category team, which the reader cannot open, so it cannot be quoted or used to answer.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpt that addresses the question (E41, a US pet owner who avoids changing a cat's food because a sudden change upset her stomach) comes from the restricted Pet food and supplies study owned by the Category team, which the reader cannot open, so it cannot be quoted or used to answer.\"}", "is_error": false, "cost_usd": 0.009858, "duration_ms": 1910 }, { "id": "Q32", "question": "Why do US pet owners prefer resealable food bags and avoid scented cat litter?", "gold": "no_access", "gold_support": [ "E42", "E44" ], "candidates": [ "E44", "E42", "E41", "E43", "E45", "E01", "E06", "E11" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope US excerpts that address resealable pet food bags (ants getting into an open bag) and avoiding scented cat litter (the cat avoided the tray) come from the restricted 'Pet food and supplies' study owned by the Category team, which the reader cannot open, so I can only say the study exists.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope US excerpts that address resealable pet food bags (ants getting into an open bag) and avoiding scented cat litter (the cat avoided the tray) come from the restricted 'Pet food and supplies' study owned by the Category team, which the reader cannot open, so I can only say the study exists.\"}", "is_error": false, "cost_usd": 0.009804, "duration_ms": 1776 }, { "id": "Q33", "question": "In the September 2026 US promotion interviews, why did a shopper rebuy a named-brand tomato sauce at full price after the offer ended?", "gold": "no_access", "gold_support": [ "E46" ], "candidates": [ "E46", "E48", "E47", "E50", "E27", "E49", "E23", "E03" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpt that answers the question is from the restricted 'Promotion fatigue' study (September 2026, US), which is owned by the Pricing team and which the reader cannot open, so its content cannot be shared.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpt that answers the question is from the restricted 'Promotion fatigue' study (September 2026, US), which is owned by the Pricing team and which the reader cannot open, so its content cannot be shared.\", \"note\": \"The other open excerpts are from different studies and do not address rebuying a named-brand tomato sauce at full price.\"}", "is_error": false, "cost_usd": 0.010602, "duration_ms": 1996 }, { "id": "Q34", "question": "In the September 2026 US promotion interviews, why had shoppers not bought promoted named-brand cereal or olive oil again at full price?", "gold": "no_access", "gold_support": [ "E49", "E50" ], "candidates": [ "E49", "E50", "E47", "E46", "E48", "E23", "E27", "E10" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpts addressing cereal and olive oil are from the restricted 'Promotion fatigue' study owned by the Pricing team, which the reader cannot open, and the open excerpts cover different products, audiences or periods.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpts addressing cereal and olive oil are from the restricted 'Promotion fatigue' study owned by the Pricing team, which the reader cannot open, and the open excerpts cover different products, audiences or periods.\"}", "is_error": false, "cost_usd": 0.010273999999999998, "duration_ms": 1717 }, { "id": "Q35", "question": "Which foods do US shoppers buy in bulk at 20% off, and why do they rebuy a named-brand tomato sauce at full price after its promotion ends?", "gold": "partly", "gold_support": [ "E01" ], "candidates": [ "E50", "E46", "E48", "E47", "E01", "E49", "E27", "E21" ], "prediction": "partly", "cited": [ "E01" ], "reason": "The open E01 (US, 2026-08) shows shoppers buy rice and pasta in bulk at 20% off, but the only excerpt on rebuying a named-brand tomato sauce at full price (E46) is in a restricted Pricing team study the reader cannot open, so the 'why' stays open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E01\"],\"reason\":\"The open E01 (US, 2026-08) shows shoppers buy rice and pasta in bulk at 20% off, but the only excerpt on rebuying a named-brand tomato sauce at full price (E46) is in a restricted Pricing team study the reader cannot open, so the 'why' stays open.\"}", "is_error": false, "cost_usd": 0.010568, "duration_ms": 1768 }, { "id": "Q36", "question": "Why might a US shopper choose the smaller bag after comparing the price per ounce, even on a sale ticket?", "gold": "answered", "gold_support": [ "E06" ], "candidates": [ "E06", "E48", "E42", "E27", "E10", "E03", "E25", "E24" ], "prediction": "answered", "cited": [ "E06" ], "reason": "An open in-scope US excerpt (E06) says the shopper compares price per ounce even on a sale ticket and chose the smaller bag because the larger one was still more expensive by weight; the restricted E48 is not used.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E06\"],\"reason\":\"An open in-scope US excerpt (E06) says the shopper compares price per ounce even on a sale ticket and chose the smaller bag because the larger one was still more expensive by weight; the restricted E48 is not used.\"}", "is_error": false, "cost_usd": 0.00962, "duration_ms": 1456 }, { "id": "Q37", "question": "Why do UK pet-food buyers prefer resealable bags?", "gold": "not_covered", "gold_support": [], "candidates": [ "E42", "E41", "E43", "E44", "E45", "E11", "E13", "E15" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on resealable pet-food bags (E42) is from a US study the reader cannot open, so it is out of scope for a UK question and does not count, and the open Gen Z snacking excerpts are US and not about pet food.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The only excerpt on resealable pet-food bags (E42) is from a US study the reader cannot open, so it is out of scope for a UK question and does not count, and the open Gen Z snacking excerpts are US and not about pet food.\"}", "is_error": false, "cost_usd": 0.009489999999999998, "duration_ms": 1726 }, { "id": "Q38", "question": "In 2024, why did US shoppers rebuy a named-brand tomato sauce at full price after its promotion ended?", "gold": "not_covered", "gold_support": [], "candidates": [ "E46", "E47", "E50", "E48", "E27", "E49", "E16", "E23" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on named-brand tomato sauce rebought at full price (E46) is from a 2026 study, and every other excerpt is also dated 2026, so none cover the 2024 period the question asks about.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt on named-brand tomato sauce rebought at full price (E46) is from a 2026 study, and every other excerpt is also dated 2026, so none cover the 2024 period the question asks about.\"}", "is_error": false, "cost_usd": 0.011234, "duration_ms": 2398 } ], "score": { "n": 38, "correct": 35, "accuracy": 0.921, "confusion": { "answered": { "answered": 9, "partly": 3, "not_covered": 0, "no_access": 0, "invalid": 0 }, "partly": { "answered": 0, "partly": 9, "not_covered": 0, "no_access": 0, "invalid": 0 }, "not_covered": { "answered": 0, "partly": 0, "not_covered": 13, "no_access": 0, "invalid": 0 }, "no_access": { "answered": 0, "partly": 0, "not_covered": 0, "no_access": 4, "invalid": 0 } }, "false_not_covered": { "count": 0, "of": 21, "ids": [] }, "false_answered": { "count": 0, "of": 13, "ids": [] }, "access_called_not_covered": { "count": 0, "of": 4, "ids": [] }, "answered_from_hidden": { "count": 0, "of": 4, "ids": [] }, "invalid": { "count": 0, "ids": [] }, "retrieval": { "questions_with_support": 25, "all_support_retrieved": 23, "missing": [ { "id": "Q12", "missing_ids": [ "E22", "E23" ] }, { "id": "Q13", "missing_ids": [ "E11", "E16" ] } ] } }, "total_cost_usd": 0.38081400000000004, "disclosure_rescore": { "scorer_commit": "28dfee8fb3dee80448cc3db88f51c4530e08068b", "note": "Run 2 predates the disclosure check. Its stored score is unchanged; this re-scores its recorded explanations with the current library.", "restricted_disclosures": { "count": 2, "of": 19, "ids": [ "Q31", "Q32" ] }, "found_by_hand": [ { "id": "Q29", "note": "The reason says the restricted pet food excerpt (E41) is about recipe switching. Only one restricted-only word (recipe) survives the permitted filter, so the two-word check does not count it." } ] } }, { "label": "run-3", "status": "complete", "started_at": "2026-10-23T16:36:43.012Z", "finished_at": "2026-10-23T16:40:09.631Z", "model_requested": "claude-sonnet-5-5", "effort_requested": "medium", "models_reported": [ "claude-sonnet-5-5" ], "cli": "claude -p --model claude-sonnet-5-5 --effort medium --output-format json --tools \"\" --setting-sources \"\" --strict-mcp-config --no-session-persistence --system-prompt ", "cli_version": "2.1.309 (Claude Code)", "system_prompt": "You are checking a reader's question against a team's past interview research. Answer only from the excerpts given. Apply the supplied label rules and do not infer evidence from outside knowledge. Return only the requested JSON object.", "user_prompt_template": "Label rules:\nanswered: One or more excerpts, alone or combined, directly answer the question for the population, market and time period it asks about.\npartly: In-scope excerpts address part of the question, or a closely related aspect, but leave a material part of it open.\nnot_covered: No in-scope excerpt addresses the question.\nno_access: The only in-scope excerpts that address the question come from studies the reader cannot open. Say the study exists and who owns it; do not answer from it or quote it.\nscope: Evidence from a different market, audience or time period than the question asks about never counts. A question about UK shoppers is not answered by US excerpts; a question about shoppers over 60 is not answered by Gen Z excerpts; a question about 2024 is not answered by 2026 interviews. If such a question has no in-scope evidence, it is not_covered. A question that names no market, audience or period is about this team's own research and can be answered by any study whose population fits. Access never changes scope: a restricted study about a different market, audience or period does not count either. If an open in-scope excerpt answers or partly answers the question, label it from the open evidence.\n\nQuestion:\n\n\nCandidate excerpts:\n(No candidate excerpts.)\n\nReturn JSON only with this shape: {\"label\": \"answered\" | \"partly\" | \"not_covered\" | \"no_access\", \"cited\": [\"E07\"], \"reason\": \"\"}. Cite only excerpt ids shown above. Use an empty cited array for not_covered.", "restricted_excerpt_format": "[] Study: | Audience: | Market: | Date: | Owner: | Access: the reader cannot open this study; interview text is withheld", "retrieval": { "method": "Lowercase alphanumeric tokens; remove stopwords; strip trailing s for length > 3; sum distinct-token IDF = log((N + 1) / (df + 1)) + 1 over text, study_title, audience and market; ties by id.", "k": 8 }, "gold_labels_commit": "d5f2ad28ecb57bfab3a4bec5ef16837607198718", "library_commit": "d5f2ad28ecb57bfab3a4bec5ef16837607198718", "n": 38, "labels": [ "answered", "partly", "not_covered", "no_access" ], "items": [ { "id": "Q01", "question": "Which foods get bought in bulk at 20% off?", "gold": "answered", "gold_support": [ "E01" ], "candidates": [ "E01", "E02", "E17", "E21", "E37", "E40", "E10", "E34" ], "prediction": "answered", "cited": [ "E01", "E02" ], "reason": "US shoppers who cut spending say they buy rice and pasta (a month's supply) and cleaning supplies in multiples at 20% off, while excluding fresh food because it spoils.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E01\",\"E02\"],\"reason\":\"US shoppers who cut spending say they buy rice and pasta (a month's supply) and cleaning supplies in multiples at 20% off, while excluding fresh food because it spoils.\"}", "is_error": false, "cost_usd": 0.009504, "duration_ms": 2315 }, { "id": "Q02", "question": "What got someone to try a new spicy snack?", "gold": "answered", "gold_support": [ "E15" ], "candidates": [ "E15", "E23", "E32", "E42", "E11", "E12", "E13", "E14" ], "prediction": "partly", "cited": [ "E15", "E12" ], "reason": "E15 shows a short video prompted one Gen Z US snack buyer to try a new spicy snack (though repeat purchase depends on taste), and E12 shows a taste for flavor variety in single-serve snacks, but only one participant speaks to spicy snacks specifically, so the question is only partly covered.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E15\", \"E12\"], \"reason\": \"E15 shows a short video prompted one Gen Z US snack buyer to try a new spicy snack (though repeat purchase depends on taste), and E12 shows a taste for flavor variety in single-serve snacks, but only one participant speaks to spicy snacks specifically, so the question is only partly covered.\"}", "is_error": false, "cost_usd": 0.009534, "duration_ms": 2040 }, { "id": "Q03", "question": "Why does a UK online shopper choose a repeat basket?", "gold": "answered", "gold_support": [ "E31" ], "candidates": [ "E31", "E33", "E38", "E39", "E35", "E32", "E34", "E36" ], "prediction": "partly", "cited": [ "E31" ], "reason": "Only E31 describes starting from last week's basket (to avoid re-searching for the same breakfast and lunch ingredients), which gives one in-scope reason from a single participant, while the other excerpts cover meal planning and ordering habits without addressing why people choose a repeat basket.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E31\"], \"reason\": \"Only E31 describes starting from last week's basket (to avoid re-searching for the same breakfast and lunch ingredients), which gives one in-scope reason from a single participant, while the other excerpts cover meal planning and ordering habits without addressing why people choose a repeat basket.\"}", "is_error": false, "cost_usd": 0.009844, "duration_ms": 4909 }, { "id": "Q04", "question": "Why make a second grocery stop?", "gold": "answered", "gold_support": [ "E04" ], "candidates": [ "E04", "E23", "E05", "E27", "E28", "E34", "E01", "E02" ], "prediction": "answered", "cited": [ "E04", "E28" ], "reason": "E04 shows a shopper makes a second stop for cheaper staples like canned tomatoes and beans, and E28 adds that a single store-brand item is not worth a separate trip.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E04\", \"E28\"], \"reason\": \"E04 shows a shopper makes a second stop for cheaper staples like canned tomatoes and beans, and E28 adds that a single store-brand item is not worth a separate trip.\"}", "is_error": false, "cost_usd": 0.011182, "duration_ms": 4840 }, { "id": "Q05", "question": "When does a store-brand yogurt buyer switch products?", "gold": "answered", "gold_support": [ "E28" ], "candidates": [ "E28", "E23", "E24", "E21", "E22", "E25", "E26", "E27" ], "prediction": "partly", "cited": [ "E28" ], "reason": "E28 shows one store-brand yogurt buyer switches when the product is out of stock and won't make an extra trip, but it is a single participant and gives no wider view of other switching triggers for yogurt.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E28\"], \"reason\": \"E28 shows one store-brand yogurt buyer switches when the product is out of stock and won't make an extra trip, but it is a single participant and gives no wider view of other switching triggers for yogurt.\"}", "is_error": false, "cost_usd": 0.009432000000000001, "duration_ms": 2711 }, { "id": "Q06", "question": "Are little indulgences now conditional on covering necessities first?", "gold": "answered", "gold_support": [ "E03" ], "candidates": [ "E03", "E14", "E41", "E01", "E02", "E04", "E05", "E06" ], "prediction": "answered", "cited": [ "E03" ], "reason": "A US grocery shopper who cut spending says they now add a treat only at the end if money is left after the basics, directly showing indulgences are conditional on covering necessities first.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E03\"], \"reason\": \"A US grocery shopper who cut spending says they now add a treat only at the end if money is left after the basics, directly showing indulgences are conditional on covering necessities first.\"}", "is_error": false, "cost_usd": 0.00911, "duration_ms": 4163 }, { "id": "Q07", "question": "Can a jumbo format still be the worse deal?", "gold": "answered", "gold_support": [ "E06" ], "candidates": [ "E40", "E02", "E50", "E06", "E19", "E48", "E01", "E07" ], "prediction": "answered", "cited": [ "E06" ], "reason": "A participant in the open Household affordability study reports that even on sale, the larger bag cost more by weight than the smaller one, so the bigger format was the worse deal.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E06\"],\"reason\":\"A participant in the open Household affordability study reports that even on sale, the larger bag cost more by weight than the smaller one, so the bigger format was the worse deal.\"}", "is_error": false, "cost_usd": 0.010204000000000001, "duration_ms": 2625 }, { "id": "Q08", "question": "Why might a parent reject a weekday recipe before placing a UK grocery order?", "gold": "answered", "gold_support": [ "E36" ], "candidates": [ "E35", "E37", "E32", "E33", "E34", "E36", "E38", "E39" ], "prediction": "answered", "cited": [ "E36" ], "reason": "A UK participant with children (S4-P06, adults 35–60, 2025-11) says she removes a dinner from her meal plan if it takes more than half an hour on a work night, because she needs to finish before the children's bedtime.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E36\"], \"reason\": \"A UK participant with children (S4-P06, adults 35–60, 2025-11) says she removes a dinner from her meal plan if it takes more than half an hour on a work night, because she needs to finish before the children's bedtime.\"}", "is_error": false, "cost_usd": 0.012398, "duration_ms": 3857 }, { "id": "Q09", "question": "Why do Gen Z snack buyers choose small packs, and when do they buy a bigger bag?", "gold": "answered", "gold_support": [ "E11", "E12", "E13" ], "candidates": [ "E11", "E17", "E15", "E13", "E29", "E12", "E19", "E20" ], "prediction": "answered", "cited": [ "E11", "E12", "E19", "E13" ], "reason": "Open US Gen Z snack-buyer interviews (2026-03) show small packs are chosen to limit cash tied up in one snack (E11), keep flavor variety (E12) and stay within a budget (E19), while a larger bag is bought when sharing with roommates (E13).", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E11\",\"E12\",\"E19\",\"E13\"],\"reason\":\"Open US Gen Z snack-buyer interviews (2026-03) show small packs are chosen to limit cash tied up in one snack (E11), keep flavor variety (E12) and stay within a budget (E19), while a larger bag is bought when sharing with roommates (E13).\"}", "is_error": false, "cost_usd": 0.0097, "duration_ms": 2229 }, { "id": "Q10", "question": "What keeps store-brand oats in the basket, and what makes people drop store-brand coffee?", "gold": "answered", "gold_support": [ "E21", "E27" ], "candidates": [ "E27", "E28", "E21", "E05", "E47", "E22", "E23", "E24" ], "prediction": "answered", "cited": [ "E21", "E27" ], "reason": "E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of giving anything up, and E27 shows store-brand coffee gets dropped when it tastes bitter, even at a lower price.", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E21\",\"E27\"],\"reason\":\"E21 shows store-brand oats stay in the basket because they cook as well as pricier brands with no sense of giving anything up, and E27 shows store-brand coffee gets dropped when it tastes bitter, even at a lower price.\"}", "is_error": false, "cost_usd": 0.009446, "duration_ms": 1680 }, { "id": "Q11", "question": "How do US budget cutters and UK online shoppers check ingredients as they plan meals?", "gold": "answered", "gold_support": [ "E05", "E34" ], "candidates": [ "E33", "E32", "E35", "E05", "E36", "E40", "E31", "E34" ], "prediction": "answered", "cited": [ "E05", "E34", "E35" ], "reason": "US budget cutters check what is already in the freezer before listing meals (E05), and UK online shoppers check the fridge and freezer and cross off ingredients they already have (E34), and also pair recipes that share a fresh ingredient (E35).", "raw_result": "{\"label\":\"answered\",\"cited\":[\"E05\",\"E34\",\"E35\"],\"reason\":\"US budget cutters check what is already in the freezer before listing meals (E05), and UK online shoppers check the fridge and freezer and cross off ingredients they already have (E34), and also pair recipes that share a fresh ingredient (E35).\"}", "is_error": false, "cost_usd": 0.012044, "duration_ms": 3399 }, { "id": "Q12", "question": "Do people keep buying store brands after the sale ends?", "gold": "partly", "gold_support": [ "E21", "E22", "E23", "E27", "E28" ], "candidates": [ "E48", "E27", "E28", "E05", "E41", "E03", "E50", "E21" ], "prediction": "partly", "cited": [ "E21", "E27", "E28" ], "reason": "Open store-brand loyalty interviews show repeat buying depends on quality and availability (E21 keeps buying oats, E27 dropped bitter coffee despite the lower price, E28 switches when yogurt is out of stock), but none speak directly to what happens once a sale or promotion ends.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E21\", \"E27\", \"E28\"], \"reason\": \"Open store-brand loyalty interviews show repeat buying depends on quality and availability (E21 keeps buying oats, E27 dropped bitter coffee despite the lower price, E28 switches when yogurt is out of stock), but none speak directly to what happens once a sale or promotion ends.\"}", "is_error": false, "cost_usd": 0.011980000000000001, "duration_ms": 7208 }, { "id": "Q13", "question": "Do younger people care about price more?", "gold": "partly", "gold_support": [ "E11", "E14", "E16", "E19" ], "candidates": [ "E06", "E48", "E22", "E43", "E14", "E19", "E21", "E36" ], "prediction": "partly", "cited": [ "E14", "E19" ], "reason": "The Gen Z snacking excerpts show one 18-year-old limiting snack spending on price and one 24-year-old paying more for a snack that fills them up, but no open excerpt compares younger with older shoppers, so whether younger people care about price more stays open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E14\",\"E19\"],\"reason\":\"The Gen Z snacking excerpts show one 18-year-old limiting snack spending on price and one 24-year-old paying more for a snack that fills them up, but no open excerpt compares younger with older shoppers, so whether younger people care about price more stays open.\"}", "is_error": false, "cost_usd": 0.012124000000000001, "duration_ms": 4238 }, { "id": "Q14", "question": "Does planning around the freezer help US budget cutters waste less, and how much does it save?", "gold": "partly", "gold_support": [ "E05" ], "candidates": [ "E31", "E34", "E02", "E11", "E05", "E09", "E19", "E22" ], "prediction": "partly", "cited": [ "E05" ], "reason": "E05 (US budget cutters, 2026) says checking the freezer when planning meals keeps them from buying ingredients they won't finish, which addresses waste reduction, but no in-scope excerpt quantifies any savings (the UK excerpts E31 and E34 are out of market).", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E05\"], \"reason\": \"E05 (US budget cutters, 2026) says checking the freezer when planning meals keeps them from buying ingredients they won't finish, which addresses waste reduction, but no in-scope excerpt quantifies any savings (the UK excerpts E31 and E34 are out of market).\"}", "is_error": false, "cost_usd": 0.009672, "duration_ms": 2410 }, { "id": "Q15", "question": "Do snack videos get US Gen Z shoppers to try things and keep buying them for months?", "gold": "partly", "gold_support": [ "E15" ], "candidates": [ "E15", "E12", "E18", "E20", "E23", "E05", "E11", "E13" ], "prediction": "partly", "cited": [ "E15" ], "reason": "E15, from US Gen Z snack buyers, shows a short video prompted a first trial but says repurchase depends on taste, so trial is supported while months-long repeat buying is not addressed.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E15\"], \"reason\": \"E15, from US Gen Z snack buyers, shows a short video prompted a first trial but says repurchase depends on taste, so trial is supported while months-long repeat buying is not addressed.\"}", "is_error": false, "cost_usd": 0.00929, "duration_ms": 3921 }, { "id": "Q16", "question": "Are US budget cutters batching grocery trips, and what does that save on fuel?", "gold": "partly", "gold_support": [ "E08" ], "candidates": [ "E08", "E02", "E28", "E31", "E01", "E03", "E04", "E05" ], "prediction": "partly", "cited": [ "E08" ], "reason": "E08 (US budget cutters, 2026-08) shows a participant waiting to batch several items into one shop trip because fuel costs outweigh a single bargain's saving, but no excerpt shows how common batching is or quantifies any fuel savings.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E08\"],\"reason\":\"E08 (US budget cutters, 2026-08) shows a participant waiting to batch several items into one shop trip because fuel costs outweigh a single bargain's saving, but no excerpt shows how common batching is or quantifies any fuel savings.\"}", "is_error": false, "cost_usd": 0.009548, "duration_ms": 1985 }, { "id": "Q17", "question": "Does tracking the bill on a phone keep US budget cutters within budget and make them calmer?", "gold": "partly", "gold_support": [ "E07" ], "candidates": [ "E02", "E05", "E28", "E34", "E07", "E10", "E09", "E23" ], "prediction": "partly", "cited": [ "E07" ], "reason": "E07, a US budget-cutting shopper, says they check a running phone total and put back an item when it passes their limit, which speaks to staying within budget, but no excerpt addresses whether tracking makes shoppers calmer.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E07\"],\"reason\":\"E07, a US budget-cutting shopper, says they check a running phone total and put back an item when it passes their limit, which speaks to staying within budget, but no excerpt addresses whether tracking makes shoppers calmer.\"}", "is_error": false, "cost_usd": 0.00943, "duration_ms": 6700 }, { "id": "Q18", "question": "Do UK online deliveries fit around work, and how often are they late?", "gold": "partly", "gold_support": [ "E32", "E40" ], "candidates": [ "E33", "E40", "E32", "E36", "E37", "E18", "E31", "E34" ], "prediction": "partly", "cited": [ "E32", "E40", "E33" ], "reason": "UK interviews show how deliveries fit around work (booking evening slots so someone is home after work, checking who is home, planning a simple cupboard meal for delivery night), but no excerpt says how often deliveries are late beyond one participant's hypothetical about a late van.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E32\",\"E40\",\"E33\"],\"reason\":\"UK interviews show how deliveries fit around work (booking evening slots so someone is home after work, checking who is home, planning a simple cupboard meal for delivery night), but no excerpt says how often deliveries are late beyond one participant's hypothetical about a late van.\"}", "is_error": false, "cost_usd": 0.00983, "duration_ms": 2161 }, { "id": "Q19", "question": "Do UK households agree dinners before ordering, and do they follow the plan?", "gold": "partly", "gold_support": [ "E33", "E38" ], "candidates": [ "E33", "E38", "E36", "E35", "E40", "E32", "E04", "E34" ], "prediction": "partly", "cited": [ "E38", "E33" ], "reason": "E38 shows a UK household agreeing dinners before the order is placed, and E33 shows a shopper checking with the household about which evenings they'll be home, but no excerpt says whether households actually follow the plan afterwards.", "raw_result": "{\"label\": \"partly\", \"cited\": [\"E38\", \"E33\"], \"reason\": \"E38 shows a UK household agreeing dinners before the order is placed, and E33 shows a shopper checking with the household about which evenings they'll be home, but no excerpt says whether households actually follow the plan afterwards.\"}", "is_error": false, "cost_usd": 0.011762, "duration_ms": 8130 }, { "id": "Q20", "question": "Do UK shoppers wait for a 20% discount on rice, pasta and cleaning supplies, then stock up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E02", "E01", "E16", "E28", "E10", "E23", "E29", "E48" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about UK shoppers, but every excerpt that touches on discount stock-up behavior (E01, E02, and the restricted E48) is from the US market, so no in-scope evidence exists.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The question asks about UK shoppers, but every excerpt that touches on discount stock-up behavior (E01, E02, and the restricted E48) is from the US market, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009406, "duration_ms": 3636 }, { "id": "Q21", "question": "Do UK shoppers stay with store-brand dish soap because it cleans pans for less?", "gold": "not_covered", "gold_support": [], "candidates": [ "E22", "E21", "E24", "E27", "E09", "E23", "E25", "E26" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt about store-brand dish soap (E22) comes from a US study, and the question asks about UK shoppers, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt about store-brand dish soap (E22) comes from a US study, and the question asks about UK shoppers, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009285999999999999, "duration_ms": 3394 }, { "id": "Q22", "question": "Do UK Gen Z shoppers buy single-serving snacks to change flavours more often?", "gold": "not_covered", "gold_support": [], "candidates": [ "E12", "E19", "E14", "E11", "E15", "E17", "E20", "E13" ], "prediction": "not_covered", "cited": [], "reason": "The question asks about UK Gen Z shoppers, but every excerpt comes from a US study, so none is in scope and none can answer or partly answer it.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The question asks about UK Gen Z shoppers, but every excerpt comes from a US study, so none is in scope and none can answer or partly answer it.\"}", "is_error": false, "cost_usd": 0.009174, "duration_ms": 4483 }, { "id": "Q23", "question": "Do US shoppers over 60 buy small snack packs to avoid tying up cash or getting stuck with one flavour?", "gold": "not_covered", "gold_support": [], "candidates": [ "E11", "E17", "E02", "E16", "E21", "E44", "E29", "E15" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpts on small snack packs and cash tied up are from US snack buyers aged 18–26, which is out of scope for shoppers over 60, and no in-scope excerpt covers over-60 shoppers or avoiding being stuck with one flavour.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The only excerpts on small snack packs and cash tied up are from US snack buyers aged 18–26, which is out of scope for shoppers over 60, and no in-scope excerpt covers over-60 shoppers or avoiding being stuck with one flavour.\"}", "is_error": false, "cost_usd": 0.009528, "duration_ms": 11619 }, { "id": "Q24", "question": "Do US children under 18 skip an afternoon snack when its price goes up?", "gold": "not_covered", "gold_support": [], "candidates": [ "E16", "E11", "E14", "E50", "E27", "E49", "E12", "E13" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt on skipping a snack when its price rises (E16) comes from snack buyers aged 18–26, and the other studies cover adults, so nothing addresses US children under 18.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt on skipping a snack when its price rises (E16) comes from snack buyers aged 18–26, and the other studies cover adults, so nothing addresses US children under 18.\"}", "is_error": false, "cost_usd": 0.009852, "duration_ms": 3176 }, { "id": "Q25", "question": "Do UK online shoppers over 60 reuse last week's basket to avoid searching again?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E32", "E02", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK online grocery excerpts cover adults aged 35–60 (the basket-reuse quote is from a 47-year-old), so none address UK shoppers over 60, and the US excerpts are a different market.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only UK online grocery excerpts cover adults aged 35–60 (the basket-reuse quote is from a 47-year-old), so none address UK shoppers over 60, and the US excerpts are a different market.\"}", "is_error": false, "cost_usd": 0.009616, "duration_ms": 1714 }, { "id": "Q26", "question": "In 2024, did US budget cutters wait for 20% off before stocking up on rice and pasta?", "gold": "not_covered", "gold_support": [], "candidates": [ "E01", "E02", "E27", "E16", "E29", "E34", "E39", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpts on waiting for 20% off rice or pasta (E01) come from 2026-08 interviews, which is outside the 2024 period the question asks about, so no in-scope evidence exists.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The only excerpts on waiting for 20% off rice or pasta (E01) come from 2026-08 interviews, which is outside the 2024 period the question asks about, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009536, "duration_ms": 1647 }, { "id": "Q27", "question": "In 2025, did US Gen Z shoppers try new snacks after watching short videos?", "gold": "not_covered", "gold_support": [], "candidates": [ "E15", "E27", "E11", "E12", "E13", "E14", "E16", "E17" ], "prediction": "not_covered", "cited": [], "reason": "The only excerpt about trying a snack after a short video (E15) is from March 2026 interviews, which falls outside the 2025 period the question asks about, and no in-scope 2025 excerpt addresses it.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only excerpt about trying a snack after a short video (E15) is from March 2026 interviews, which falls outside the 2025 period the question asks about, and no in-scope 2025 excerpt addresses it.\", \"note\": \"Out-of-period evidence does not count.\"}", "is_error": false, "cost_usd": 0.009542, "duration_ms": 2650 }, { "id": "Q28", "question": "In June 2026, were UK online shoppers building orders from the previous week's basket?", "gold": "not_covered", "gold_support": [], "candidates": [ "E31", "E33", "E38", "E39", "E32", "E02", "E21", "E34" ], "prediction": "not_covered", "cited": [], "reason": "The only UK online grocery excerpts (including E31 on starting orders from last week's basket) are from November 2025, which is outside the June 2026 period asked about, and the June 2026 excerpt (E21) is a US study, so no in-scope evidence exists.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only UK online grocery excerpts (including E31 on starting orders from last week's basket) are from November 2025, which is outside the June 2026 period asked about, and the June 2026 excerpt (E21) is a US study, so no in-scope evidence exists.\"}", "is_error": false, "cost_usd": 0.009758000000000001, "duration_ms": 3689 }, { "id": "Q29", "question": "Do animal welfare labels change what people buy?", "gold": "not_covered", "gold_support": [], "candidates": [ "E41", "E23", "E25", "E01", "E02", "E09", "E11", "E12" ], "prediction": "not_covered", "cited": [], "reason": "None of the open excerpts mention animal welfare labels, and the only other candidate (E41, a pet food study owned by the Category team that the reader cannot open) shows nothing indicating it addresses this question.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"None of the open excerpts mention animal welfare labels, and the only other candidate (E41, a pet food study owned by the Category team that the reader cannot open) shows nothing indicating it addresses this question.\"}", "is_error": false, "cost_usd": 0.011718000000000001, "duration_ms": 9368 }, { "id": "Q30", "question": "How much will US shoppers pay for grocery delivery?", "gold": "not_covered", "gold_support": [], "candidates": [ "E14", "E05", "E28", "E50", "E11", "E32", "E40", "E01" ], "prediction": "not_covered", "cited": [], "reason": "No in-scope US excerpt discusses what shoppers will pay for grocery delivery; the only delivery excerpts (E32, E40) are from the UK, and the restricted E50 is about promotions on named-brand groceries, not delivery fees.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"No in-scope US excerpt discusses what shoppers will pay for grocery delivery; the only delivery excerpts (E32, E40) are from the UK, and the restricted E50 is about promotions on named-brand groceries, not delivery fees.\"}", "is_error": false, "cost_usd": 0.009428, "duration_ms": 2017 }, { "id": "Q31", "question": "Why might a US pet owner avoid variety in an animal's diet?", "gold": "no_access", "gold_support": [ "E41" ], "candidates": [ "E44", "E45", "E02", "E21", "E41", "E42", "E43", "E31" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpts on US pet food buyers (E41-E45) come from the Category team's Pet food and supplies study, which the reader cannot open, so I can't answer from it; the open excerpts cover cleaning supplies, store-brand oats and UK online grocery, none of which address pet diets.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpts on US pet food buyers (E41-E45) come from the Category team's Pet food and supplies study, which the reader cannot open, so I can't answer from it; the open excerpts cover cleaning supplies, store-brand oats and UK online grocery, none of which address pet diets.\"}", "is_error": false, "cost_usd": 0.00893, "duration_ms": 7599 }, { "id": "Q32", "question": "Why do US pet owners prefer resealable food bags and avoid scented cat litter?", "gold": "no_access", "gold_support": [ "E42", "E44" ], "candidates": [ "E44", "E42", "E41", "E43", "E45", "E01", "E06", "E11" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpts on US pet owners' preferences for resealable food bags and unscented cat litter (E41-E45) come from the Pet food and supplies study owned by the Category team, which the reader cannot open, and the open excerpts cover grocery and snack shopping rather than pet products.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpts on US pet owners' preferences for resealable food bags and unscented cat litter (E41-E45) come from the Pet food and supplies study owned by the Category team, which the reader cannot open, and the open excerpts cover grocery and snack shopping rather than pet products.\"}", "is_error": false, "cost_usd": 0.008822, "duration_ms": 1801 }, { "id": "Q33", "question": "In the September 2026 US promotion interviews, why did a shopper rebuy a named-brand tomato sauce at full price after the offer ended?", "gold": "no_access", "gold_support": [ "E46" ], "candidates": [ "E46", "E48", "E47", "E50", "E27", "E49", "E23", "E03" ], "prediction": "no_access", "cited": [], "reason": "The only in-scope excerpts (E46-E50) come from the September 2026 US 'Promotion fatigue' study owned by the Pricing team, which the reader cannot open, and the open excerpts are from other studies, audiences and dates (store-brand and affordability), so they do not count.", "raw_result": "{\"label\": \"no_access\", \"cited\": [], \"reason\": \"The only in-scope excerpts (E46-E50) come from the September 2026 US 'Promotion fatigue' study owned by the Pricing team, which the reader cannot open, and the open excerpts are from other studies, audiences and dates (store-brand and affordability), so they do not count.\"}", "is_error": false, "cost_usd": 0.009156000000000001, "duration_ms": 1697 }, { "id": "Q34", "question": "In the September 2026 US promotion interviews, why had shoppers not bought promoted named-brand cereal or olive oil again at full price?", "gold": "no_access", "gold_support": [ "E49", "E50" ], "candidates": [ "E49", "E50", "E47", "E46", "E48", "E23", "E27", "E10" ], "prediction": "no_access", "cited": [ "E46", "E47", "E48", "E49", "E50" ], "reason": "The only in-scope excerpts (US, September 2026, named-brand promotion shoppers) are from the Pricing team's Promotion fatigue study, which the reader cannot open, and the open excerpts cover store-brand shoppers or a different period, so they are out of scope.", "raw_result": "{\"label\": \"no_access\", \"cited\": [\"E46\", \"E47\", \"E48\", \"E49\", \"E50\"], \"reason\": \"The only in-scope excerpts (US, September 2026, named-brand promotion shoppers) are from the Pricing team's Promotion fatigue study, which the reader cannot open, and the open excerpts cover store-brand shoppers or a different period, so they are out of scope.\"}", "is_error": false, "cost_usd": 0.009318000000000002, "duration_ms": 2007 }, { "id": "Q35", "question": "Which foods do US shoppers buy in bulk at 20% off, and why do they rebuy a named-brand tomato sauce at full price after its promotion ends?", "gold": "partly", "gold_support": [ "E01" ], "candidates": [ "E50", "E46", "E48", "E47", "E01", "E49", "E27", "E21" ], "prediction": "partly", "cited": [ "E01" ], "reason": "E01 (open, US, 2026-08) answers the bulk-buy part, saying shoppers buy rice and pasta in bulk at 20% off and skip fresh food, but the rebuy-at-full-price tomato sauce part is only addressed by the Pricing team's Promotion fatigue study, which the reader cannot open.", "raw_result": "{\"label\":\"partly\",\"cited\":[\"E01\"],\"reason\":\"E01 (open, US, 2026-08) answers the bulk-buy part, saying shoppers buy rice and pasta in bulk at 20% off and skip fresh food, but the rebuy-at-full-price tomato sauce part is only addressed by the Pricing team's Promotion fatigue study, which the reader cannot open.\"}", "is_error": false, "cost_usd": 0.009402, "duration_ms": 2073 }, { "id": "Q36", "question": "Why might a US shopper choose the smaller bag after comparing the price per ounce, even on a sale ticket?", "gold": "answered", "gold_support": [ "E06" ], "candidates": [ "E06", "E48", "E42", "E27", "E10", "E03", "E25", "E24" ], "prediction": "answered", "cited": [ "E06" ], "reason": "A US shopper in the open Household affordability study (2026-08) says they compare price per ounce even on a sale ticket and took the smaller bag because the larger one was still more expensive by weight.", "raw_result": "{\"label\": \"answered\", \"cited\": [\"E06\"], \"reason\": \"A US shopper in the open Household affordability study (2026-08) says they compare price per ounce even on a sale ticket and took the smaller bag because the larger one was still more expensive by weight.\"}", "is_error": false, "cost_usd": 0.009076, "duration_ms": 5512 }, { "id": "Q37", "question": "Why do UK pet-food buyers prefer resealable bags?", "gold": "not_covered", "gold_support": [], "candidates": [ "E42", "E41", "E43", "E44", "E45", "E11", "E13", "E15" ], "prediction": "not_covered", "cited": [], "reason": "The only pet-food excerpts (E41-E45) are about the US market, and the open excerpts (E11, E13, E15) cover US Gen Z snacking, so nothing in scope addresses UK pet-food buyers and resealable bags.", "raw_result": "{\"label\": \"not_covered\", \"cited\": [], \"reason\": \"The only pet-food excerpts (E41-E45) are about the US market, and the open excerpts (E11, E13, E15) cover US Gen Z snacking, so nothing in scope addresses UK pet-food buyers and resealable bags.\"}", "is_error": false, "cost_usd": 0.009452, "duration_ms": 7887 }, { "id": "Q38", "question": "In 2024, why did US shoppers rebuy a named-brand tomato sauce at full price after its promotion ended?", "gold": "not_covered", "gold_support": [], "candidates": [ "E46", "E47", "E50", "E48", "E27", "E49", "E16", "E23" ], "prediction": "not_covered", "cited": [], "reason": "The question is about 2024, but every excerpt, whether the reader can open it or not, comes from 2026 interviews, so none is in scope for the time period.", "raw_result": "{\"label\":\"not_covered\",\"cited\":[],\"reason\":\"The question is about 2024, but every excerpt, whether the reader can open it or not, comes from 2026 interviews, so none is in scope for the time period.\"}", "is_error": false, "cost_usd": 0.009414, "duration_ms": 2174 } ], "score": { "n": 38, "correct": 35, "accuracy": 0.921, "confusion": { "answered": { "answered": 9, "partly": 3, "not_covered": 0, "no_access": 0, "invalid": 0 }, "partly": { "answered": 0, "partly": 9, "not_covered": 0, "no_access": 0, "invalid": 0 }, "not_covered": { "answered": 0, "partly": 0, "not_covered": 13, "no_access": 0, "invalid": 0 }, "no_access": { "answered": 0, "partly": 0, "not_covered": 0, "no_access": 4, "invalid": 0 } }, "false_not_covered": { "count": 0, "of": 21, "ids": [] }, "false_answered": { "count": 0, "of": 13, "ids": [] }, "access_called_not_covered": { "count": 0, "of": 4, "ids": [] }, "answered_from_hidden": { "count": 0, "of": 4, "ids": [] }, "restricted_disclosures": { "count": 0, "of": 19, "ids": [] }, "invalid": { "count": 0, "ids": [] }, "retrieval": { "questions_with_support": 25, "all_support_retrieved": 23, "missing": [ { "id": "Q12", "missing_ids": [ "E22", "E23" ] }, { "id": "Q13", "missing_ids": [ "E11", "E16" ] } ] } }, "total_cost_usd": 0.37644799999999995 } ] }