{"id":"W2241185470","doi":"10.5235/1460728x.17.2.299","title":"A Spotlight on Judicial Regulation in Australia","year":2014,"lang":"en","type":"article","venue":"Legal Ethics","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Law; Political science; Judicial review","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":[0.01190108,0.0002875252,0.0006870528,0.001539475,0.005502021,0.008200738,0.001494113,0.01425698,0.009473602],"category_scores_gemma":[0.01928598,0.0006697684,0.0006988252,0.001268015,0.00918926,0.008858728,0.006702994,0.01726864,0.001215969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009004718,"about_ca_system_score_gemma":0.02839471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05086313,"about_ca_topic_score_gemma":0.07403446,"domain_scores_codex":[0.9914826,0.002457975,0.0004597015,0.0006625888,0.003424353,0.001512904],"domain_scores_gemma":[0.9818981,0.007454024,0.001539601,0.0005807879,0.004879144,0.003648286],"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":[0.00006240318,0.0001167908,0.00159478,0.0009998459,0.00001960968,0.0006742218,0.009748838,0.0003692145,0.002010157,0.4403949,0.4276353,0.1163739],"study_design_scores_gemma":[0.00003494561,0.0001373067,0.01829989,0.001884246,0.00002420554,0.0004028217,0.004182488,0.0007368585,0.0006526076,0.08754609,0.8860085,0.00009001944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01135002,0.07492646,0.001622255,0.8722492,0.006672138,0.00003081744,0.00007935603,0.00005633371,0.03301346],"genre_scores_gemma":[0.3525025,0.0778596,0.006081423,0.4761516,0.008657675,0.0001461195,0.0001288839,0.0001273176,0.07834492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05086313,"threshold_uncertainty_score":0.1011342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447894613108209,"score_gpt":0.4697292247956498,"score_spread":0.3249397634848289,"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."}}