{"id":"W2275900140","doi":"","title":"Financial Regulatory Disclosure: Embracing New Communications Channels","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute","funders":"","keywords":"Flexibility (engineering); Business; Database transaction; Finance; Accounting; Computer science; Economics; Management; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04356262,0.0006600554,0.0004995312,0.0035038,0.004318057,0.01589061,0.003313328,0.006872325,0.008234365],"category_scores_gemma":[0.1002907,0.000982334,0.000989288,0.003087383,0.01215592,0.01747187,0.00797618,0.00867487,0.001399464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493746,"about_ca_system_score_gemma":0.0219453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07606766,"about_ca_topic_score_gemma":0.06546457,"domain_scores_codex":[0.9439629,0.02177802,0.002342235,0.003550583,0.02314192,0.005224251],"domain_scores_gemma":[0.8482825,0.08046526,0.01217462,0.01904395,0.03290841,0.007125313],"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":[0.0001634533,0.000120905,0.004225876,0.0002659902,0.00002955646,0.0003860069,0.004805008,0.00223838,0.002264587,0.815769,0.0362885,0.1334428],"study_design_scores_gemma":[0.0003309686,0.0003315815,0.00650742,0.00208686,0.0001368348,0.001086448,0.003529116,0.008889376,0.005212165,0.2301824,0.7412115,0.0004952121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05513786,0.01074565,0.1329713,0.2159507,0.003077053,0.0007194545,0.0004568942,0.001481166,0.57946],"genre_scores_gemma":[0.8101262,0.009436082,0.08208167,0.03844469,0.006834956,0.0007356446,0.000378733,0.0004148978,0.05154719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07606766,"threshold_uncertainty_score":0.2303839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328781764142728,"score_gpt":0.240440556353663,"score_spread":0.1771527387122357,"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."}}