{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006975873,0.0001178505,0.0008008764,0.0006380389,0.0001296413,0.00003973963,0.0001759969,0.0001123428,0.003245309],"category_scores_gemma":[0.00005301661,0.000179863,0.0003092391,0.0002157943,0.00007340372,0.0002259052,0.000005756398,0.00004612923,0.0002177953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208293,"about_ca_system_score_gemma":0.0003382647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9443374,"about_ca_topic_score_gemma":0.9824665,"domain_scores_codex":[0.9983618,0.00002370578,0.000958354,0.0003165817,0.00001321735,0.0003263182],"domain_scores_gemma":[0.9986444,0.00001950022,0.0005392965,0.0003343238,0.00004725541,0.000415248],"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":[0.000006757405,0.0000127343,0.04828576,0.001449933,0.0009603958,0.000001037207,0.0004099898,0.00002265552,0.000004497294,0.9367635,0.01080575,0.001277022],"study_design_scores_gemma":[0.0002685236,0.00004222741,0.06044925,0.0003043265,0.0004367857,0.000002353965,0.0001155674,0.0009881486,0.00009319153,0.01686066,0.9198928,0.0005461493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4941975,0.06142908,0.0006580057,0.003770079,0.01028849,0.004573419,0.02926316,0.0000941712,0.3957261],"genre_scores_gemma":[0.9887601,0.009280981,0.0000619321,0.001109323,0.0001652962,0.0001196173,0.0002866052,0.0000216717,0.0001944747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9199028,"threshold_uncertainty_score":0.9976659,"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."}}