{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005530768,0.0002134927,0.0005114541,0.000874017,0.0009530268,0.001915389,0.0007946009,0.001084015,0.01266792],"category_scores_gemma":[0.05111881,0.0002133661,0.0004775324,0.00108834,0.001297028,0.001225816,0.00157289,0.001128118,0.0006526025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009602,"about_ca_system_score_gemma":0.001188577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008108447,"about_ca_topic_score_gemma":0.008827361,"domain_scores_codex":[0.9938483,0.003032436,0.0003687273,0.0008154447,0.001069511,0.0008657055],"domain_scores_gemma":[0.7940857,0.1078456,0.07656229,0.007255274,0.003925579,0.01032561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005217391,0.0008189577,0.975369,0.00004200081,0.0001845786,0.0002686825,0.0008931281,0.001159252,0.0006262992,0.00107598,0.0007240667,0.01831632],"study_design_scores_gemma":[0.00003996953,0.0004819085,0.9945624,0.00002422276,0.0001044642,0.0001274695,0.001570394,0.001229237,0.0002650093,0.0006599975,0.0009197938,0.00001522589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930279,0.0002203876,0.0006352808,0.0004228919,0.00001330151,0.0000224977,0.00006852364,0.00001163752,0.005577714],"genre_scores_gemma":[0.9982392,0.0000586826,0.0002171562,0.00005400282,0.00002619787,0.00001186557,0.0000538203,0.000004655807,0.0013345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266792,"threshold_uncertainty_score":0.04237843,"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."}}