{"id":"W7132876918","doi":"","title":"Effecting a Culture Shift: An Empirical Review of Ontario's Summary Judgment Reforms","year":2016,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Summary judgment; Economic Justice; Supreme court; Empirical research; Dispute resolution; Resolution (logic); Order (exchange)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009361947,0.0001713061,0.0005416482,0.005400163,0.00486696,0.004942688,0.001167659,0.0005349608,0.002080336],"category_scores_gemma":[0.04096409,0.0002803788,0.0004337437,0.01915231,0.003605316,0.002127245,0.001537952,0.0009471547,0.0001614913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07464306,"about_ca_system_score_gemma":0.1328804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9632536,"about_ca_topic_score_gemma":0.9857807,"domain_scores_codex":[0.9888061,0.001589462,0.0008938413,0.0006477893,0.006923301,0.001139519],"domain_scores_gemma":[0.9101182,0.02516839,0.01941838,0.002125201,0.03984689,0.003323075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002395594,0.000144822,0.4943338,0.009748152,0.000448726,0.001027895,0.1565816,0.0007159798,0.001236822,0.02107823,0.03661654,0.2778279],"study_design_scores_gemma":[0.00001192764,0.00004379616,0.8117908,0.003158707,0.00017311,0.00009676341,0.05989929,0.0001365713,0.0002935327,0.0003565552,0.1239853,0.00005364759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7865298,0.1170513,0.00062726,0.01636917,0.0002961835,0.0002721747,0.004860975,0.00002611383,0.0739671],"genre_scores_gemma":[0.927518,0.06518716,0.0005520338,0.001808381,0.00008955906,0.00007579122,0.001229099,0.000020702,0.003519262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07464306,"threshold_uncertainty_score":0.5415758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836971029072461,"score_gpt":0.372142806613266,"score_spread":0.3337730963225414,"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."}}