{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007584203,0.0002552923,0.0004416485,0.00142961,0.001333358,0.003118472,0.0004597277,0.001430322,0.0164769],"category_scores_gemma":[0.009610178,0.0003340823,0.000176403,0.001111816,0.0005779595,0.001337841,0.0007718836,0.0007171466,0.002028379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576423,"about_ca_system_score_gemma":0.0002390194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779033,"about_ca_topic_score_gemma":0.008217089,"domain_scores_codex":[0.9986314,0.0006548506,0.00006189535,0.0001622929,0.000362997,0.0001265601],"domain_scores_gemma":[0.9913512,0.005318223,0.001154195,0.0006835731,0.0007898386,0.0007029038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006088107,0.00529369,0.6420816,0.0004821088,0.0003008524,0.003897806,0.05250653,0.001291571,0.03123009,0.008376182,0.008100554,0.2403511],"study_design_scores_gemma":[0.00005874948,0.0007864361,0.9621708,0.00007762628,0.0001038516,0.001617958,0.02134928,0.002270947,0.001500649,0.003072997,0.006927258,0.00006344754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811508,0.0003172283,0.0003105768,0.0001132881,0.00001945824,0.00001523861,0.00009865343,0.00002993254,0.01794478],"genre_scores_gemma":[0.9956664,0.00008273404,0.0002667689,0.00005856218,0.0000171779,0.00001205795,0.00009250056,0.00001960783,0.003784172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0164769,"threshold_uncertainty_score":0.05512071,"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."}}