{"id":"W2035474708","doi":"10.1561/1700000030","title":"Product Assortment and Consumer Choice: An Interdisciplinary Review","year":2012,"lang":"en","type":"article","venue":"Foundations and Trends® in Marketing","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Product (mathematics); Variety (cybernetics); Consumer choice; Marketing; Perspective (graphical); Process (computing); Business; Consumer behaviour; Perception; Decision process; Computer science; Process management; Psychology; Mathematics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001450166,0.0007363815,0.001910522,0.002812875,0.0003454773,0.001999921,0.0007921321,0.001420442,0.002829735],"category_scores_gemma":[0.002652475,0.0003875997,0.0006490193,0.006751775,0.0009490692,0.002682155,0.0007180342,0.001042726,0.0006675018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093989,"about_ca_system_score_gemma":0.002010411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207241,"about_ca_topic_score_gemma":0.003087397,"domain_scores_codex":[0.9993101,0.0002027007,0.00009257534,0.0001105992,0.0002496978,0.0000343562],"domain_scores_gemma":[0.9972275,0.002158833,0.0002637662,0.00003327124,0.0002643764,0.00005216073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008383523,0.0001663368,0.001711297,0.04075075,0.0002842876,0.0003171939,0.000351258,0.0006731851,0.0006133976,0.006864217,0.010075,0.9381092],"study_design_scores_gemma":[0.00004918519,0.0004642139,0.02514202,0.06208458,0.001395641,0.003494068,0.001667769,0.000784147,0.001032661,0.0187702,0.8849893,0.0001262716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003869867,0.9987246,0.0001020469,0.0002065818,0.00004960428,0.000003349169,0.000006678496,0.000001278363,0.0005188531],"genre_scores_gemma":[0.001495684,0.9981621,0.0001146504,0.00006532404,0.00006520416,0.00000291025,0.000006466211,4.992582e-7,0.00008729302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002829735,"threshold_uncertainty_score":0.00946641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625703756750139,"score_gpt":0.335922351686148,"score_spread":0.2996653141186467,"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."}}