{"id":"W2897298864","doi":"","title":"Managing in Turbulent Times: The Corporate Responsibility Imperative*","year":2004,"lang":"en","type":"article","venue":"","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Corporation; Hollywood; Incentive; Order (exchange); Theme (computing); Work (physics); Management; Business; Public relations; Political science; Economics; Finance; Engineering; History; Market economy; Art history; Computer science; Mechanical 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":[0.01276819,0.0003619655,0.0002815996,0.0004160146,0.007660544,0.01846213,0.0007034393,0.004971193,0.004488726],"category_scores_gemma":[0.01232517,0.0002259412,0.0002429837,0.0006705032,0.01486759,0.0109841,0.006070803,0.009026675,0.001080278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004002568,"about_ca_system_score_gemma":0.01492398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064154,"about_ca_topic_score_gemma":0.003821819,"domain_scores_codex":[0.9902451,0.005594019,0.0002087998,0.0003780967,0.002071759,0.001502264],"domain_scores_gemma":[0.9815953,0.006236834,0.001566616,0.0005412538,0.002024437,0.008035604],"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":[0.00002726103,0.00005831976,0.0009738879,0.0001916064,0.00001483735,0.0002745544,0.01578327,0.0003962675,0.0003168887,0.5264965,0.3921246,0.06334205],"study_design_scores_gemma":[0.00001049314,0.00003747309,0.0009684399,0.0003273148,0.000005031591,0.0002259619,0.02121934,0.0005113889,0.0001772718,0.2194735,0.7570077,0.00003611414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005638561,0.007455084,0.006721981,0.9002138,0.00386593,0.00002504723,0.00001251229,0.00006941652,0.0759977],"genre_scores_gemma":[0.7365587,0.0229818,0.009294658,0.1740064,0.006202889,0.000183761,0.00003743613,0.000181344,0.05055302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01846213,"threshold_uncertainty_score":0.06752545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248638272514552,"score_gpt":0.4236820367850573,"score_spread":0.1750437642705054,"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."}}