{"id":"W3192081069","doi":"","title":"B Lab Certification: Do Voluntary Social and Environmental Audits Impact Growth?","year":2016,"lang":"en","type":"article","venue":"","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Western University","funders":"","keywords":"Certification; Audit; Turnover; Accounting; Business; Corporate governance; Sample (material); Panel data; Test (biology); Economics; Finance; Management; Econometrics","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":[0.006954306,0.0003565504,0.0003331987,0.001419233,0.0007540018,0.002051736,0.0007115754,0.001099925,0.003325034],"category_scores_gemma":[0.03531733,0.0001871086,0.0005387659,0.002028404,0.002111918,0.002045407,0.002369743,0.001251549,0.0005872183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308186,"about_ca_system_score_gemma":0.002132823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04025853,"about_ca_topic_score_gemma":0.04320886,"domain_scores_codex":[0.9936698,0.003638178,0.0001946806,0.0005222131,0.0008957444,0.001079336],"domain_scores_gemma":[0.9384387,0.03221307,0.01985662,0.001926072,0.003160084,0.004405386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008402613,0.0002309508,0.9935299,0.000007861142,0.0000419255,0.00005209664,0.0002847573,0.0003791841,0.00004898122,0.0002338207,0.0004140951,0.004692493],"study_design_scores_gemma":[0.000005842131,0.0001340014,0.9970292,0.00001398059,0.00002856378,0.0000160355,0.001194031,0.00083477,0.00009785199,0.000305857,0.0003345288,0.00000524111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962568,0.0001615831,0.0000933512,0.0007761344,0.000008779052,0.00001248063,0.0001795982,0.000005920273,0.002505337],"genre_scores_gemma":[0.999297,0.00008507793,0.00003657638,0.00008180679,0.00001090768,0.000005336477,0.0001955168,0.000002605046,0.0002850451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04025853,"threshold_uncertainty_score":0.08004838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620455393581064,"score_gpt":0.2498221429662699,"score_spread":0.2236175890304592,"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."}}