{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487998,0.00005507539,0.00006712057,0.0001117973,0.0003442733,0.0001538695,0.0001131197,0.0002369265,0.0005209362],"category_scores_gemma":[0.004883613,0.00005789173,0.00002153456,0.0005723624,0.0001316068,0.0004717033,0.000007237197,0.001143037,0.0003856726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010381,"about_ca_system_score_gemma":0.0005446603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02311609,"about_ca_topic_score_gemma":0.0256918,"domain_scores_codex":[0.9986551,0.0004779135,0.0001695828,0.000131406,0.0003983866,0.0001675416],"domain_scores_gemma":[0.9988863,0.0007157331,0.00007777466,0.0001212269,0.0001460997,0.00005280574],"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":[0.00001010554,0.00004223305,0.0003643331,0.00000260981,0.000001251881,4.29427e-7,0.01529667,0.0000345701,0.00004276797,0.9789942,0.00432422,0.0008866359],"study_design_scores_gemma":[0.0001179139,0.00002236916,0.01531141,0.00001777207,0.000002951787,2.494033e-7,0.0006126749,0.00004443402,0.00008139256,0.04238717,0.9413198,0.00008190697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06717857,0.000002540948,0.0004097466,0.4628488,0.001592311,0.00015997,0.00000150989,0.0000748425,0.4677317],"genre_scores_gemma":[0.9809487,0.00000413413,0.0003153644,0.0063064,0.0006974033,0.000007321643,0.000006132785,0.000005442593,0.01170912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9369956,"threshold_uncertainty_score":0.9920868,"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."}}