{"id":"W4281727453","doi":"10.3390/su14116658","title":"From Responsibility to Requirement: COVID, Cars, and the Future of Corporate Social Responsibility in Canada","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Automotive industry; Corporate social responsibility; Business; Preparedness; Social responsibility; General motors; Public relations; Industrial organization; Engineering; Economics; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004910606,0.0002260648,0.0002590649,0.001115233,0.02514406,0.01028402,0.001650793,0.002106684,0.003821429],"category_scores_gemma":[0.01203813,0.000301232,0.0002603688,0.002301594,0.01381835,0.003453717,0.005428552,0.005125754,0.0001469295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.208213,"about_ca_system_score_gemma":0.3528561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956781,"about_ca_topic_score_gemma":0.9982829,"domain_scores_codex":[0.9923041,0.001348404,0.0001555421,0.000470612,0.002305046,0.003416192],"domain_scores_gemma":[0.9837606,0.003051247,0.00109205,0.0003286186,0.005454633,0.006312923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000141113,0.0001944818,0.09753381,0.0003363791,0.00004964995,0.002012835,0.2947356,0.001868392,0.001171441,0.4086432,0.09820949,0.09510361],"study_design_scores_gemma":[0.00002589386,0.00004835009,0.08729967,0.000574847,0.00003047376,0.000238541,0.5391066,0.002164467,0.0008211347,0.0235709,0.3458786,0.0002405445],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5805114,0.005016639,0.001909267,0.2381244,0.0004602833,0.0001100663,0.0002846315,0.00004624762,0.173537],"genre_scores_gemma":[0.984922,0.0009803935,0.0003485701,0.004511598,0.00001537373,0.000009805267,0.00004149391,0.0000102902,0.009160458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208213,"threshold_uncertainty_score":0.9183607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802146404149548,"score_gpt":0.2559803010658822,"score_spread":0.2379588370243867,"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."}}