{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008959057,0.0005304458,0.0009578887,0.0004760872,0.0003682792,0.000160891,0.0008388273,0.0004058093,0.005106331],"category_scores_gemma":[0.00009897433,0.0006664199,0.0004652205,0.0006477787,0.0001873152,0.0005164628,0.0003254026,0.0004902148,0.02320266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110949,"about_ca_system_score_gemma":0.00006652693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974872,"about_ca_topic_score_gemma":0.0003434648,"domain_scores_codex":[0.9963074,0.0000341372,0.001336792,0.001082675,0.0001202868,0.001118722],"domain_scores_gemma":[0.9977306,0.00003856398,0.0007309924,0.001190922,0.00008426733,0.0002246649],"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":[0.000218121,0.00108692,0.2628918,0.0003238058,0.0004100951,0.0002067171,0.008885224,0.00002658865,0.000007365886,0.6178576,0.03998258,0.06810322],"study_design_scores_gemma":[0.001253209,0.0003820522,0.3378505,0.00008696427,0.00006103316,0.000004853357,0.0005125295,0.000317741,0.0001987585,0.03663668,0.6215518,0.001143906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2906406,0.01060374,0.005512316,0.0008005306,0.008010474,0.001037518,0.0006267109,0.0001761863,0.682592],"genre_scores_gemma":[0.9592523,0.004128938,0.001083728,0.001210049,0.0008372301,0.00007141274,0.00003502404,0.0001039373,0.03327741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6686117,"threshold_uncertainty_score":0.9995787,"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."}}