{"id":"W3148295266","doi":"10.1111/poms.13419","title":"The Effect of Tightening Standards on Automakers’ Non‐compliance","year":2021,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Compliance (psychology); Competitor analysis; Regression discontinuity design; Business; Industrial organization; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003801053,0.0000986476,0.0001109021,0.00006417721,0.0007533196,0.0002428824,0.00006566354,0.00001208385,0.00003854423],"category_scores_gemma":[0.00009655554,0.00006737379,0.00003526499,0.0003168581,0.00006604334,0.0002436383,0.00009515864,0.00004892718,0.00002783991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077396,"about_ca_system_score_gemma":0.000006476813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006245573,"about_ca_topic_score_gemma":0.00004249532,"domain_scores_codex":[0.9992266,0.00001560128,0.0001718871,0.0002343137,0.0002424557,0.0001091983],"domain_scores_gemma":[0.9994807,0.00001516405,0.00005302971,0.0002250092,0.0002206911,0.000005468019],"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":[0.0002874308,0.0001658769,0.01068034,0.001281008,0.0005019251,0.00001441057,0.0002802016,0.02079131,0.001152704,0.3988328,0.0710301,0.4949819],"study_design_scores_gemma":[0.001296174,0.0001091211,0.1057889,0.0004618843,0.0001991124,0.000005478488,0.001368991,0.02693332,0.005043645,0.001064338,0.8572968,0.0004321593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5590951,0.002764324,0.009747946,0.06739814,0.00614243,0.002985967,0.000008104732,0.0004428489,0.3514152],"genre_scores_gemma":[0.9910775,0.0002037324,0.0003083783,0.000301658,0.0003292999,0.00007645602,0.000007018806,0.000008841429,0.007687103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7862667,"threshold_uncertainty_score":0.5794001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513698702976384,"score_gpt":0.2644843090155887,"score_spread":0.2493473219858248,"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."}}