{"id":"W2015414145","doi":"10.4236/blr.2010.11001","title":"Managing Ethical Risks and Crises: Beyond Legal Compliance","year":2010,"lang":"en","type":"article","venue":"Beijing Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design; University of Ottawa; Carleton University","funders":"","keywords":"Compliance (psychology); Business; Political science; Engineering ethics; Risk analysis (engineering); Psychology; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426172,0.0001664674,0.0003181197,0.00003522893,0.0004119486,0.0002776688,0.000180978,0.00006388957,0.0001789312],"category_scores_gemma":[0.00009376574,0.0001430287,0.00007345425,0.0002132024,0.0001700799,0.0004607863,0.0001955383,0.0004378544,0.0002474048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005193553,"about_ca_system_score_gemma":0.000005578058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002038638,"about_ca_topic_score_gemma":0.0001884136,"domain_scores_codex":[0.9990176,0.00001144853,0.0002706804,0.0002852133,0.0001944013,0.0002206504],"domain_scores_gemma":[0.9994256,0.00003906143,0.0001465668,0.0002588512,0.0001131753,0.00001673024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002932534,0.00001312905,0.001892163,0.003255473,0.00001653359,0.000006380741,0.000005170559,0.000001294332,0.00006313388,0.9350924,0.009897593,0.04975381],"study_design_scores_gemma":[0.0001548936,0.000002738022,0.006660677,0.001707087,0.00007047437,0.000007539071,0.00001075483,0.0004707502,0.000002010149,0.008537216,0.9821644,0.0002114377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02049229,0.06430682,0.001107406,0.1053401,0.002057918,0.001294518,0.000003330216,0.0006130268,0.8047846],"genre_scores_gemma":[0.922004,0.006796591,0.00112777,0.06845954,0.001058712,0.00005146109,0.00001024987,0.00003423711,0.0004574748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9722669,"threshold_uncertainty_score":0.5832542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004698445994156,"score_gpt":0.3447317106312768,"score_spread":0.2442618660318611,"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."}}