{"id":"W1518500395","doi":"","title":"Beyond Compliance: Sustainable Development, Business, and Proactive Law","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Status quo; Sustainable development; Corporate governance; Business; Compliance (psychology); Work (physics); Law and economics; Political science; Public economics; Economics; Law; Finance; Engineering","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":[0.0224163,0.0003337363,0.0005172067,0.002356268,0.007287469,0.01337275,0.001725493,0.008144534,0.002703774],"category_scores_gemma":[0.0267206,0.0002810222,0.0004930694,0.004088575,0.05139277,0.01559214,0.0067961,0.006753621,0.000429736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005229459,"about_ca_system_score_gemma":0.01613798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295201,"about_ca_topic_score_gemma":0.003030645,"domain_scores_codex":[0.969438,0.018993,0.0009618115,0.001467323,0.007369607,0.001770149],"domain_scores_gemma":[0.9671843,0.02305604,0.003407621,0.002345696,0.002968744,0.001037518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004707093,0.00003785149,0.0007157163,0.00003604213,0.000001814931,0.00004511625,0.003256787,0.0001448786,0.00004875974,0.9864132,0.001277362,0.008017692],"study_design_scores_gemma":[0.00001243655,0.00007531507,0.002163935,0.0007236976,0.000007674023,0.0001880495,0.0149408,0.0008596278,0.0004121091,0.8746215,0.1059665,0.00002848408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09503932,0.01425411,0.04073419,0.2704655,0.0007766157,0.0001471156,0.00004955519,0.0001108716,0.5784227],"genre_scores_gemma":[0.9690061,0.003502649,0.003649292,0.0148457,0.0003879144,0.0001485829,0.00003704512,0.00002541087,0.008397467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0224163,"threshold_uncertainty_score":0.1185502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706459951998921,"score_gpt":0.2433167248103446,"score_spread":0.2162521252903553,"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."}}