{"id":"W2952619474","doi":"","title":"Corporate Visibility in Print Media and Corporate Social Responsibility","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Visibility; Corporate social responsibility; Proxy (statistics); Newspaper; Stakeholder; Business; Public relations; Accounting; Advertising; Political science; Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002635548,0.0002110808,0.0001924298,0.003881588,0.001106164,0.005879789,0.0003484674,0.0007249515,0.006603931],"category_scores_gemma":[0.02404189,0.0001362895,0.0003056315,0.003927717,0.004069617,0.004845062,0.00274892,0.000963528,0.0003832218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397115,"about_ca_system_score_gemma":0.0009166032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424176,"about_ca_topic_score_gemma":0.003958452,"domain_scores_codex":[0.9963821,0.001425231,0.0002135329,0.0002547346,0.00131651,0.0004077591],"domain_scores_gemma":[0.9305146,0.03228273,0.02907256,0.00178281,0.003484511,0.002862718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177727,0.0006500474,0.8213035,0.0003436181,0.0001587903,0.0005118432,0.01885209,0.001092316,0.0008614679,0.05726099,0.003680429,0.09516714],"study_design_scores_gemma":[0.00001511445,0.0001871731,0.9325171,0.000517012,0.00008304964,0.0004396242,0.01714938,0.00121849,0.0009794055,0.02388653,0.02294567,0.0000614961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496813,0.002748194,0.001447603,0.004056334,0.00009540294,0.00003461499,0.0001843134,0.00002309359,0.1417292],"genre_scores_gemma":[0.9983492,0.0003775675,0.0001069749,0.00006721314,0.00009457227,0.000004341985,0.00002783803,0.000003878653,0.0009683928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006603931,"threshold_uncertainty_score":0.02209234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837700984345153,"score_gpt":0.2520861313293553,"score_spread":0.2237091214859038,"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."}}