{"id":"W1601795026","doi":"","title":"Shadows and Light: Addressing Information Asymmetries Through Enhanced Social Disclosure in Canadian Securities Law","year":2008,"lang":"en","type":"article","venue":"","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Obligation; Accounting; Business; Social media; Section (typography); Law and economics; Law; Political science; Economics; Advertising","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000756593,0.0001261658,0.0001522635,0.000201122,0.0007114711,0.0004002835,0.00008226668,0.00007311187,0.000213919],"category_scores_gemma":[0.000005012028,0.0001065929,0.00002658769,0.0002394459,0.000109642,0.00455607,0.00004540856,0.00009453982,0.00006151953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003930348,"about_ca_system_score_gemma":0.00004972057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2419267,"about_ca_topic_score_gemma":0.8194798,"domain_scores_codex":[0.9992546,0.000004379684,0.0002149054,0.0001117078,0.0001344106,0.0002799368],"domain_scores_gemma":[0.9997538,0.000008632663,0.00008409521,0.00006494096,0.00007366961,0.00001486554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009175235,0.000008805286,0.002589184,0.00008866868,0.000005323667,0.000008438736,0.002800126,0.000001028851,0.00001045628,0.9898747,0.004146483,0.0004576135],"study_design_scores_gemma":[0.001402869,0.00001317286,0.06322303,0.0001419787,0.0000271773,0.000004399255,0.002788627,0.0002492314,0.0005375171,0.3592684,0.5715464,0.0007972295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6624275,0.00006500105,0.00002495069,0.001210179,0.0001075394,0.0001318432,0.000003586771,0.00005909508,0.3359703],"genre_scores_gemma":[0.9963955,0.00001049119,0.00003559315,0.002630684,0.000412644,0.000008449206,0.00005133383,0.000008050354,0.0004472816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6306063,"threshold_uncertainty_score":0.7631214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703662451066445,"score_gpt":0.2160983667368097,"score_spread":0.1890617422261453,"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."}}