{"id":"W4404225356","doi":"10.1561/0200000111","title":"Behavioral Retail Operations: Tactics to Win Customers","year":2024,"lang":"en","type":"article","venue":"Foundations and Trends® in Technology Information and Operations Management","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Business; Marketing; Advertising","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":[0.001692676,0.0005522188,0.0002313185,0.001406931,0.001000852,0.004866743,0.0007215191,0.001063632,0.005593783],"category_scores_gemma":[0.003063433,0.0002632147,0.0002321251,0.001622489,0.00276571,0.003184354,0.001659011,0.001133104,0.001687048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009543307,"about_ca_system_score_gemma":0.0009676241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217087,"about_ca_topic_score_gemma":0.00265652,"domain_scores_codex":[0.998803,0.0005208438,0.00005952407,0.0001166931,0.0003592518,0.0001406785],"domain_scores_gemma":[0.9986697,0.0005903487,0.0002654781,0.0001179412,0.0002096385,0.0001468015],"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":[0.0001484388,0.0003112035,0.02787611,0.001793899,0.0001242132,0.00032054,0.01293979,0.0009922478,0.004473288,0.21046,0.02746572,0.7130945],"study_design_scores_gemma":[0.0000602234,0.0006491826,0.1044901,0.002004737,0.0001930992,0.001694459,0.03538322,0.004273789,0.005390656,0.1502753,0.6954065,0.0001786836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2595439,0.03453693,0.07170977,0.01380123,0.0005624974,0.0007118558,0.0002952141,0.000953129,0.6178855],"genre_scores_gemma":[0.9244951,0.01584388,0.02655259,0.003115115,0.0003245247,0.0002481503,0.0001726048,0.0001800561,0.02906786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005593783,"threshold_uncertainty_score":0.01871306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245980116764361,"score_gpt":0.2917636667552349,"score_spread":0.2693038655875912,"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."}}