{"id":"W2902059406","doi":"10.1093/oxfordhb/9780199372263.013.23","title":"Consumer Choice and Collective Impact","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; York University","keywords":"Product (mathematics); Purchasing power; Production (economics); Purchasing; Factory (object-oriented programming); Scale (ratio); Business; Point (geometry); Marketing; Consumer demand; Economics; Microeconomics; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004636016,0.0002906384,0.0002966915,0.00001431417,0.0003392752,0.00006816553,0.0003001578,0.0004166204,0.0001835412],"category_scores_gemma":[0.00001111085,0.0001116037,0.000143494,0.00002984218,0.0002032939,0.00006883722,0.0002565994,0.000278712,0.000002196918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784975,"about_ca_system_score_gemma":0.00006726274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286822,"about_ca_topic_score_gemma":0.0002893834,"domain_scores_codex":[0.999024,0.00005268872,0.00009105692,0.0004105351,0.0001576437,0.0002640499],"domain_scores_gemma":[0.9993566,0.0001638057,0.0001317429,0.00006695378,0.000109878,0.0001709781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001215997,0.00004527175,0.0001719565,0.00003881326,0.0004024733,0.00004348732,0.0002553872,1.055727e-7,0.003037874,0.003398287,0.9746329,0.01785188],"study_design_scores_gemma":[0.0001957481,0.0003171784,0.002947017,0.00005400691,0.00009952114,0.0000112905,0.00004142351,0.000001398236,0.0001415993,0.0001401576,0.9957298,0.0003208477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01680401,0.0001995653,2.247088e-7,0.00005768286,0.0000933097,0.000328597,0.000581872,0.00009590707,0.9818388],"genre_scores_gemma":[0.003783204,0.0001468546,0.000009983549,0.00004290151,0.0004004084,4.481294e-7,0.0001025704,0.000001915352,0.9955117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02109694,"threshold_uncertainty_score":0.4551069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567318393631154,"score_gpt":0.1915446906680038,"score_spread":0.1758715067316923,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}