{"id":"W4388665567","doi":"10.2139/ssrn.4603889","title":"Is Judicial Review Fit for Purpose?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Political science; Psychology; Computer science","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":[0.06306271,0.0003651052,0.002062414,0.004461439,0.007990727,0.02017853,0.002689963,0.01912452,0.01146619],"category_scores_gemma":[0.252342,0.000726795,0.0009079697,0.00402075,0.03164876,0.01984796,0.004020051,0.01023439,0.004698898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005589583,"about_ca_system_score_gemma":0.01728149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919078,"about_ca_topic_score_gemma":0.007873022,"domain_scores_codex":[0.9247494,0.04343893,0.002070198,0.004864955,0.01251606,0.01236045],"domain_scores_gemma":[0.7993163,0.1207496,0.01858256,0.0236919,0.02436081,0.01329885],"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":[0.0001104805,0.0001365231,0.01045808,0.000121609,0.0000739307,0.0001841948,0.004694269,0.0002026403,0.000167026,0.9174977,0.03696019,0.02939336],"study_design_scores_gemma":[0.00009169341,0.00008033685,0.009716876,0.0004251205,0.00005365073,0.0002871332,0.006546945,0.0006130212,0.0002557998,0.9169561,0.06490472,0.00006846246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07233103,0.006031347,0.01473833,0.5661806,0.00251088,0.0001392722,0.0003362646,0.0002790576,0.3374532],"genre_scores_gemma":[0.9431502,0.001163422,0.001558596,0.04339762,0.002131853,0.0001411857,0.00008651365,0.0001701643,0.008200471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06306271,"threshold_uncertainty_score":0.3335115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05165554099753812,"score_gpt":0.3581367754756974,"score_spread":0.3064812344781593,"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."}}