{"id":"W4399732332","doi":"10.2139/ssrn.4856418","title":"Material Change Standards in Securities Law","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Law; Law and economics; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01974583,0.0005555511,0.001022673,0.004337688,0.004873218,0.01642312,0.002314868,0.01579399,0.01017571],"category_scores_gemma":[0.05655304,0.0008871407,0.001103437,0.003332511,0.02058619,0.01665299,0.00501242,0.01071905,0.001914817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007194752,"about_ca_system_score_gemma":0.006193254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125936,"about_ca_topic_score_gemma":0.006537224,"domain_scores_codex":[0.974107,0.008295391,0.002666142,0.002964209,0.01018011,0.001787104],"domain_scores_gemma":[0.9621767,0.02106817,0.002909166,0.007110156,0.005835813,0.000899941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008860917,0.00001327702,0.0000862318,0.00001231954,0.000002384047,0.000008978715,0.0001707937,0.0002174524,0.0000332725,0.99418,0.001746026,0.003520358],"study_design_scores_gemma":[0.00001310592,0.00002589076,0.0003507156,0.00007316282,0.00000735129,0.00001623399,0.0001326233,0.0005673412,0.0002092606,0.981787,0.01680408,0.00001329893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05233001,0.007161148,0.05971735,0.06682734,0.002107457,0.0001870929,0.0002633511,0.0004377248,0.8109686],"genre_scores_gemma":[0.9262054,0.0016976,0.01318726,0.007282644,0.001830557,0.0001779803,0.0001664415,0.0001645926,0.0492876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01974583,"threshold_uncertainty_score":0.1044272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190399364786369,"score_gpt":0.2267652214769052,"score_spread":0.2148612278290415,"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."}}