{"id":"W7128235568","doi":"10.3138/ccar.v7i2.311","title":"Economic Analysis of Materiality for Canadian Securities Litigation","year":2011,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Misrepresentation; Issuer; Liability; Economic analysis; Valuation (finance); Context (archaeology)","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":[0.009727332,0.0004797305,0.0006941305,0.01182136,0.005654613,0.008451954,0.001960348,0.00238209,0.007733306],"category_scores_gemma":[0.04525623,0.0004327395,0.001086057,0.008584792,0.005143184,0.00246758,0.001685752,0.002885126,0.0002471869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.113522,"about_ca_system_score_gemma":0.08178081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8988302,"about_ca_topic_score_gemma":0.9236792,"domain_scores_codex":[0.9848093,0.002709096,0.0004139775,0.0006128933,0.008607564,0.002847142],"domain_scores_gemma":[0.9714659,0.01607319,0.003160007,0.000895065,0.007466437,0.000939276],"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":[0.00005553387,0.00005273982,0.009795686,0.0001434743,0.00005832991,0.0003424341,0.0006171772,0.01517151,0.0001322001,0.9433416,0.01245327,0.01783605],"study_design_scores_gemma":[0.0001278734,0.0002331972,0.1988667,0.0009931951,0.0006643825,0.0006061537,0.006444823,0.1419354,0.001123615,0.4812985,0.1672183,0.0004878404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3913413,0.01906048,0.01976568,0.03541815,0.0004671649,0.0008833959,0.002993725,0.0001239549,0.5299461],"genre_scores_gemma":[0.9698895,0.007317227,0.002577947,0.0006726327,0.0001728703,0.0001055786,0.0004788517,0.00001819575,0.0187673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.113522,"threshold_uncertainty_score":0.8236639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904720653575501,"score_gpt":0.2513350238040156,"score_spread":0.1608629584464655,"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."}}