{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689575,0.0002127427,0.000190625,0.002576626,0.01717962,0.006308775,0.0008766876,0.0007734166,0.002451296],"category_scores_gemma":[0.002978103,0.0002090172,0.0001928852,0.007224602,0.007629566,0.001876987,0.002703346,0.001850949,0.000162481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.101559,"about_ca_system_score_gemma":0.0879283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920112,"about_ca_topic_score_gemma":0.9969409,"domain_scores_codex":[0.9984937,0.0002403203,0.00003243266,0.00009350006,0.0005289551,0.0006111922],"domain_scores_gemma":[0.995312,0.0008149279,0.0004321335,0.00009699919,0.001873804,0.00147007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008887308,0.00009948056,0.150398,0.0001605941,0.00001801816,0.000847212,0.7813207,0.0001575571,0.0008808528,0.01227444,0.01852708,0.03522724],"study_design_scores_gemma":[0.000002129015,0.00002048163,0.170863,0.0001502751,0.000007377277,0.00006230306,0.7952438,0.00008289106,0.0001258153,0.0003298266,0.03308504,0.00002708406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667646,0.001627502,0.0001305553,0.01029944,0.00004380724,0.00003586271,0.0003558013,0.000008747505,0.02073365],"genre_scores_gemma":[0.9925597,0.001261947,0.0001751496,0.001148231,0.000008426084,0.00001218984,0.0001861763,0.000006437845,0.004641798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101559,"threshold_uncertainty_score":0.7368655,"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."}}