{"id":"W4285145599","doi":"10.2139/ssrn.4137822","title":"Repeated Frontline Interactions in Retailing","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001463888,0.0001332733,0.0001796224,0.0004569731,0.0006022203,0.0001050112,0.0002649772,0.00001267303,0.0005073146],"category_scores_gemma":[0.00008727507,0.0001376004,0.0000995197,0.0005779179,0.00002052441,0.0005389547,0.0002826096,0.002320497,0.00006346151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027563,"about_ca_system_score_gemma":0.0002549398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009965027,"about_ca_topic_score_gemma":0.01748943,"domain_scores_codex":[0.9979113,0.00003112205,0.0003480413,0.0002003509,0.0002612511,0.001247914],"domain_scores_gemma":[0.9995332,0.00002202605,0.0002177232,0.0001455992,0.00007423446,0.000007255677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001282401,0.0001849689,0.89138,0.000008266701,0.0001217596,0.00005710585,0.00009766942,0.0001407421,0.0006640652,0.02563586,0.0002758456,0.08130554],"study_design_scores_gemma":[0.008800982,0.0002766782,0.2424582,0.0001374438,0.0008617264,0.002080785,0.06076844,0.008544778,0.00002906228,0.1306299,0.543072,0.002339997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914673,0.00191536,0.0001698134,0.002198036,0.0006035984,0.0001353309,9.536496e-7,0.00007749594,0.003432095],"genre_scores_gemma":[0.9972937,0.0001219301,0.00001475517,0.000125309,0.0002096515,0.00002828133,0.000009436769,0.00002611925,0.002170845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6489217,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951445601197355,"score_gpt":0.253626724222807,"score_spread":0.2341122682108335,"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."}}