{"id":"W2992303774","doi":"","title":"Corporate Sustainability Distinctions, Transitions and Perceptions: A Look to Canada’s Big Five Banks","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto Mississauga; University of Toronto","keywords":"Sustainability; Perception; Corporate sustainability; Political science; Accounting; Business; Corporate social responsibility; Environmental ethics; Public relations; Psychology; Ecology; Biology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004936775,0.0003792059,0.000474535,0.0002985494,0.0005287299,0.0003372203,0.0001628661,0.0002224134,0.0002507863],"category_scores_gemma":[0.00159237,0.0004233174,0.0001173763,0.0007322282,0.00005540621,0.0002156615,0.00007215604,0.0004067841,0.00006608827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007371851,"about_ca_system_score_gemma":0.002796737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6192193,"about_ca_topic_score_gemma":0.9396477,"domain_scores_codex":[0.9978632,0.00003941596,0.0005279007,0.0007214068,0.0004418354,0.0004062218],"domain_scores_gemma":[0.9973626,0.00009833745,0.0007670586,0.0004763693,0.0012394,0.00005623953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006199075,0.001662738,0.1872129,0.03118728,0.00117878,0.001308414,0.07002579,0.002051135,0.006454721,0.0360846,0.09912931,0.5575052],"study_design_scores_gemma":[0.0008172501,0.00005847857,0.5927823,0.0004989828,0.0007921397,0.0000123305,0.3189689,0.0009038551,0.00002303696,0.01089127,0.07217681,0.00207472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983101,0.00007292513,0.0001707248,0.003836188,0.001061237,0.001493582,0.00002859497,0.0001361943,0.01009961],"genre_scores_gemma":[0.9222965,0.000005848655,0.00005066277,0.0005835912,0.0006213163,0.00011658,0.001013287,0.00006645244,0.07524571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5554305,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955042692773984,"score_gpt":0.2832813058449932,"score_spread":0.2637308789172533,"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."}}