{"id":"W1960916736","doi":"","title":"미국 증권집단소송의 최근 동향과 우리나라 증권관련집단소송법에 대한 시사점","year":2011,"lang":"ko","type":"article","venue":"기업법연구","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; Broker-dealer; Private placement; Investment banking; Third market; Business; Government (linguistics); Accounting; Order (exchange); Securities fraud; Finance; Economics; Law; Political science; State (computer science); Supreme court","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":[0.0007602329,0.0002169077,0.00009573252,0.0005422627,0.001726125,0.003432143,0.0002824154,0.0009730667,0.008631059],"category_scores_gemma":[0.001352338,0.0001554908,0.0002617697,0.0007626928,0.001294189,0.002480763,0.0008894107,0.001533415,0.00229961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003169719,"about_ca_system_score_gemma":0.004273787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712974,"about_ca_topic_score_gemma":0.02243386,"domain_scores_codex":[0.999405,0.00007440984,0.000051653,0.00008645961,0.0002103159,0.0001721036],"domain_scores_gemma":[0.9993148,0.00009552055,0.0001554995,0.00004825545,0.0003160828,0.00006992299],"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":[0.0001130596,0.00008352924,0.01398173,0.0003380148,0.00001982941,0.001102052,0.003541539,0.001059525,0.004386706,0.741847,0.08737163,0.1461554],"study_design_scores_gemma":[0.00001390791,0.0000879458,0.02159655,0.0002557528,0.00002311588,0.0004783971,0.00490436,0.0008933931,0.003430549,0.02614072,0.9421309,0.00004441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2637761,0.01394886,0.01377325,0.05087114,0.002926647,0.0002584723,0.0009790588,0.0001991474,0.6532673],"genre_scores_gemma":[0.7193322,0.008925891,0.002691014,0.008517355,0.0002786561,0.00005918102,0.0006025305,0.00003935893,0.2595538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01712974,"threshold_uncertainty_score":0.03406006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04864184905429043,"score_gpt":0.2005113222078153,"score_spread":0.1518694731535249,"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."}}