{"id":"W3119692200","doi":"10.1080/13504509.2020.1833257","title":"General propensity for inter-organizational environmental disclosure imitation: an international perspective","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development & World Ecology","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Imitation; Business; Sample (material); Perspective (graphical); Similarity (geometry); Diversity (politics); Industrial organization; Institutional theory; Cultural diversity; Environmental regulation; Accounting; Economics; Public economics; Political science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007071533,0.000194924,0.0002839758,0.0004753895,0.0002111754,0.0003240734,0.000670289,0.00006302178,0.0007508014],"category_scores_gemma":[0.001438586,0.0001968111,0.0001228203,0.0002902636,0.00008617291,0.00220495,0.0003845472,0.0002137454,0.00002759278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088922,"about_ca_system_score_gemma":0.0005401499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002307949,"about_ca_topic_score_gemma":0.0001218923,"domain_scores_codex":[0.9979231,0.0000301837,0.0008717044,0.0003266826,0.0005580635,0.000290226],"domain_scores_gemma":[0.9961433,0.00008206596,0.001158661,0.00007847837,0.002482195,0.00005526923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002540037,0.0008259134,0.8163751,0.00007040094,0.001021191,0.001135009,0.003671333,0.001244178,0.001512086,0.1618333,0.002994308,0.006777191],"study_design_scores_gemma":[0.003414345,0.0001702632,0.6994741,0.00003274019,0.0001053071,0.0001011987,0.01997163,0.0027419,0.0006702399,0.03095935,0.2416784,0.0006804733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736756,0.00001468136,0.003637987,0.01806726,0.001421394,0.000489296,0.000006820334,0.00003802459,0.002648924],"genre_scores_gemma":[0.9880978,0.000002909997,0.003854405,0.003057515,0.002972412,0.00002037416,0.0001372128,0.00003176668,0.001825587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386841,"threshold_uncertainty_score":0.8220749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223436668478406,"score_gpt":0.2564544986402739,"score_spread":0.2341108317924333,"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."}}