{"id":"W3127405793","doi":"","title":"증권집단소송의 최근 동향으로 본 증권관련집단소송법의 발전적 개선을 위한 제언","year":2013,"lang":"ko","type":"article","venue":"상사판례연구","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class action; Securities fraud; Broker-dealer; Third market; Government (linguistics); Business; Investment banking; Class (philosophy); Law; Law and economics; Accounting; Economics; Finance; Political science; State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226682,0.0002566448,0.00013122,0.000722822,0.002134458,0.004003536,0.0005043011,0.00237999,0.00870321],"category_scores_gemma":[0.001885108,0.0002945221,0.0005553262,0.0005317128,0.002350283,0.002743823,0.001152327,0.002664294,0.001649511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185064,"about_ca_system_score_gemma":0.005205781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0310018,"about_ca_topic_score_gemma":0.03104632,"domain_scores_codex":[0.9980744,0.0001934498,0.00021204,0.0003131508,0.0006690872,0.0005378164],"domain_scores_gemma":[0.9986212,0.0002335951,0.000358702,0.0001388051,0.0005575829,0.00009008738],"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":[0.00005824451,0.00007108635,0.0111254,0.0001443384,0.00002682938,0.001119549,0.002175139,0.0003738196,0.004155583,0.9241467,0.02687952,0.02972381],"study_design_scores_gemma":[0.00003710373,0.0001706524,0.04407066,0.0003238885,0.00008327459,0.001146205,0.004652282,0.001572205,0.01035108,0.05808356,0.879364,0.0001451746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2214792,0.003771552,0.008187197,0.01820502,0.001011567,0.0002998176,0.0007582437,0.0001531799,0.7461343],"genre_scores_gemma":[0.77277,0.002473602,0.002849889,0.01151333,0.000195212,0.0001098469,0.0004209099,0.00003184328,0.2096354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0310018,"threshold_uncertainty_score":0.06164271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777650688557344,"score_gpt":0.1930518117635047,"score_spread":0.1752753048779313,"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."}}