{"id":"W2253540721","doi":"","title":"The Effect of Inspector Group Size and Familiarity on Enforcement and Deterrence","year":2013,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Deterrence (psychology); Group (periodic table); Enforcement; Psychology; Criminology; Social psychology; Business; Political science; Law","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":[0.00009991419,0.00006801651,0.00008308527,0.00001530206,0.0001539923,0.0001054756,0.00004839324,0.00001074577,0.00007017142],"category_scores_gemma":[0.00005042551,0.00003593394,0.00001435913,0.00005762529,0.00007810675,0.0001835519,0.00008542091,0.00002536436,0.00002164821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000317142,"about_ca_system_score_gemma":5.492717e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273379,"about_ca_topic_score_gemma":0.000102316,"domain_scores_codex":[0.9996514,0.000004990847,0.00008905951,0.00009056868,0.00008546347,0.00007852294],"domain_scores_gemma":[0.9997001,0.0001425093,0.00004806138,0.00008112744,0.00002404539,0.000004128832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007791151,0.00002046281,0.7531229,0.0001841044,0.00004489831,2.928631e-7,0.00005279,0.00000522551,0.001103136,0.1284264,0.004225595,0.1127363],"study_design_scores_gemma":[0.0003770074,0.00006176629,0.9870509,0.00002108488,0.000009328671,1.195556e-7,0.0001105033,0.003432857,0.0001422481,0.001908534,0.006813179,0.00007247301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607649,0.00008059851,0.00003314034,0.0003587821,0.00006903482,0.0002295316,8.890615e-8,0.00002114535,0.0384428],"genre_scores_gemma":[0.9992715,0.00003452555,0.00001811535,0.0002472421,0.00005514251,0.00002305277,3.205683e-7,0.000002506963,0.0003476578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233928,"threshold_uncertainty_score":0.1465343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00707521973290147,"score_gpt":0.2013368479218181,"score_spread":0.1942616281889166,"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."}}