{"id":"W4413243855","doi":"10.3138/ccar.v18i1.5","title":"Simplifying Access to Justice: Michael Eizenga Publishes <i>the Class Actions Handbook</i>, an Essential, Multi-Jurisdictional Resource for Canadian Jurists","year":2022,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic Justice; Resource (disambiguation); Class (philosophy); Sociology; Law; Political science; Law and economics; Computer science; Artificial intelligence","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":[0.009148207,0.0009627219,0.000830485,0.003614347,0.01425956,0.01577491,0.00274981,0.01148496,0.01500734],"category_scores_gemma":[0.02730885,0.0009316879,0.0006378283,0.003542367,0.00717101,0.005783478,0.003297013,0.01273008,0.006535409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04739925,"about_ca_system_score_gemma":0.104094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8168498,"about_ca_topic_score_gemma":0.8998566,"domain_scores_codex":[0.9792756,0.001281211,0.0005272193,0.001299421,0.01541116,0.002205385],"domain_scores_gemma":[0.9855457,0.003242331,0.0003623796,0.0004572357,0.008534158,0.001858276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000143101,0.000002957175,0.0000220101,0.00002683754,0.000001444906,0.000009139648,0.0001157635,0.000016305,0.00002988809,0.01010728,0.9827119,0.006955042],"study_design_scores_gemma":[0.000001718004,0.000001265325,0.0001498474,0.00006567797,0.000002733637,0.000009230382,0.0001212084,0.00002078403,0.00006828771,0.001536608,0.9980125,0.0000100796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005143534,0.05879911,0.001435894,0.6934997,0.09543755,0.0001392637,0.0006052019,0.0003634745,0.1492054],"genre_scores_gemma":[0.01268661,0.05815748,0.002527452,0.2424542,0.02411714,0.0001391843,0.0005991654,0.0007743002,0.6585445],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1831502,"threshold_uncertainty_score":0.3684575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052792633836493,"score_gpt":0.3450667400104898,"score_spread":0.2397874766268405,"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."}}