{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721146,0.0001414264,0.0002697459,0.0001950657,0.0005968767,0.00007740333,0.0008179679,0.0001056301,0.0002067642],"category_scores_gemma":[0.0001534267,0.000163668,0.0001579987,0.0002530773,0.00006590348,0.0004056057,0.0001486967,0.001516143,0.0002269458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006693969,"about_ca_system_score_gemma":0.001169193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007013796,"about_ca_topic_score_gemma":0.001581902,"domain_scores_codex":[0.9980137,0.00004465048,0.000485918,0.0001363418,0.00004590323,0.00127347],"domain_scores_gemma":[0.999005,0.00002911797,0.0003265643,0.0005010165,0.00003159655,0.0001067237],"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":[0.00001238245,0.00006454981,0.00844633,0.000001649912,0.00007365927,5.751194e-7,0.003817542,0.00000113552,0.000004029076,0.9784701,0.0005109479,0.008597098],"study_design_scores_gemma":[0.0004001996,0.00008052103,0.02586905,0.00001189617,0.00000755987,0.00003317466,0.0007152557,0.00002788435,0.00001156683,0.9647071,0.007911113,0.0002247092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259643,0.02378474,0.01746063,0.003757265,0.001572174,0.0003349888,0.00001601634,0.0001340226,0.1269759],"genre_scores_gemma":[0.9891208,0.003703715,0.0004339586,0.0001502337,0.0002769689,0.00000312419,0.000006284347,0.00002435065,0.006280513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631566,"threshold_uncertainty_score":0.6674189,"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."}}