{"id":"W33787917","doi":"10.60082/2817-5069.1162","title":"Politics of Knowledge Dissemination: Corporate Reporting, Shareholder Voice, and Human Rights","year":2009,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Fiduciary; Shareholder; Accounting; Argument (complex analysis); Accountability; Public relations; Corporate law; Politics; Corporate social responsibility; Law and economics; Reflexivity; Stakeholder; Business; Corporate communication; Human rights; Political science; Law; Sociology; Social science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128898,0.0001278848,0.0002235201,0.00009731061,0.0009315016,0.0002216607,0.0001113507,0.0000387386,0.0001102127],"category_scores_gemma":[0.00003720698,0.0001052213,0.00006728432,0.0001448807,0.00008441689,0.0005676981,0.00004680165,0.0001241163,0.00001922692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001478764,"about_ca_system_score_gemma":0.000005640663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004397479,"about_ca_topic_score_gemma":0.002130548,"domain_scores_codex":[0.9988395,0.000008259432,0.0006468528,0.0001398822,0.0001832703,0.0001822404],"domain_scores_gemma":[0.9977898,0.00001337438,0.001656957,0.0001217659,0.0003954451,0.00002264432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004207308,0.00008121245,0.00800901,0.00004066562,0.00002034545,0.00001880941,0.00005107627,0.000005591196,0.0002592586,0.9848329,0.005554362,0.001122566],"study_design_scores_gemma":[0.0004877186,0.00003345828,0.3485413,0.0003119202,0.00006494109,0.00008521084,0.00009315087,0.0002673044,0.0002212595,0.607985,0.04166009,0.0002485614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1506202,0.0003707091,0.0001620889,0.0008119619,0.0002100297,0.0000902541,0.000001270916,0.00004282752,0.8476907],"genre_scores_gemma":[0.9964722,0.000004080806,0.0001662814,0.0001616408,0.000856915,0.000001113813,0.000007393049,0.000008091173,0.00232227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.845852,"threshold_uncertainty_score":0.7164451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219082671807611,"score_gpt":0.2977902010718296,"score_spread":0.2455993743537535,"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."}}