{"id":"W1980442077","doi":"10.2139/ssrn.2027758","title":"Regulation of Fair Disclosure and Credit Market","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Studies and Reforms","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Business; Financial system; Economics; Accounting; Monetary economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001792676,0.00004903107,0.00008768151,0.00002445564,0.0004154072,0.00001677732,0.0000725434,0.00004864915,0.00007072986],"category_scores_gemma":[0.00004925849,0.00003097676,0.00004391122,0.0000894681,0.0001147233,0.0002850874,0.00002088959,0.0003405469,0.000001899493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581578,"about_ca_system_score_gemma":0.0002573314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003928196,"about_ca_topic_score_gemma":0.002570559,"domain_scores_codex":[0.9985544,0.00005884212,0.000117645,0.00004702185,0.0002186363,0.001003434],"domain_scores_gemma":[0.9997351,0.00002082064,0.00009578613,0.00003705463,0.00004231026,0.00006895044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005669791,0.00007820231,0.1713111,0.00000955371,0.0001469333,2.268219e-7,0.01117107,0.000001474306,0.0001388581,0.6976035,0.001744194,0.1177381],"study_design_scores_gemma":[0.0007974503,0.0003049167,0.3837931,0.00003132257,0.00007562514,0.00008993401,0.05133773,0.00001979679,0.00004308092,0.3047254,0.2585032,0.0002784804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787532,0.02049975,0.0009828999,0.007028356,0.0008519695,0.0001877994,0.000001866994,0.00002599322,0.09166817],"genre_scores_gemma":[0.9853249,0.008794178,0.00002128243,0.00001198784,0.0008868253,7.64898e-7,2.874277e-7,0.000004140569,0.004955593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928782,"threshold_uncertainty_score":0.3195018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006553104203748244,"score_gpt":0.2512056499103897,"score_spread":0.2446525457066415,"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."}}