{"id":"W3129095351","doi":"10.22495/cgsrv5i1p5","title":"Sustainability reporting and strategic legitimacy: The influence of operating in emerging economies on the level of GRI reporting in Canada’s largest companies","year":2021,"lang":"en","type":"article","venue":"Corporate Governance and Sustainability Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ryerson University","keywords":"Sustainability reporting; Sustainability; Emerging markets; Business; Legitimacy; Accounting; Internationalization; Corporate sustainability; Asset (computer security); Finance; Political science; International trade","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004618354,0.0001468813,0.0002276972,0.002510604,0.0025322,0.00430695,0.0009122421,0.0003715285,0.001918484],"category_scores_gemma":[0.02282445,0.0001275091,0.000251286,0.005143272,0.00210174,0.001548504,0.001895158,0.00119479,0.00009992136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01697873,"about_ca_system_score_gemma":0.04607507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9446341,"about_ca_topic_score_gemma":0.9637322,"domain_scores_codex":[0.9967862,0.0004058721,0.0001859551,0.000230985,0.00169684,0.0006941074],"domain_scores_gemma":[0.9652604,0.006037656,0.01172597,0.0008279841,0.01310986,0.00303815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005487787,0.00005202803,0.9511882,0.000126487,0.00004907067,0.000344719,0.01423084,0.0001954244,0.0001631356,0.003639675,0.00211244,0.02784312],"study_design_scores_gemma":[0.000002538453,0.00001436547,0.9755198,0.0001887379,0.00002537984,0.00007427183,0.01742596,0.0002177633,0.0001502159,0.000221358,0.006142553,0.00001700267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727088,0.002851921,0.0001828149,0.003201831,0.0000307777,0.00003467876,0.0003867282,0.000008539236,0.02059393],"genre_scores_gemma":[0.9976348,0.001090451,0.00009153621,0.0000823531,0.000008138306,0.000003188572,0.0001204035,0.000003468594,0.0009658457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05536586,"threshold_uncertainty_score":0.1231899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08744023715700212,"score_gpt":0.2961733382148753,"score_spread":0.2087331010578732,"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."}}