{"id":"W7061344813","doi":"","title":"A QUANTITATIVE EXPLORATION OF JUDICIAL DECISION MAKING IN CANADIAN INCOME TAX CASES","year":2006,"lang":"en","type":"article","venue":"","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voting; Supreme court; Income tax; Ranked voting system; Gross income; State supreme court; State income tax","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001586936,0.00007259171,0.0001070946,0.0004701783,0.00001767978,0.00001248059,0.00006973717,0.00005116926,0.00003651157],"category_scores_gemma":[0.00006920869,0.00007623242,0.0000156434,0.0003973161,0.00001451361,0.0001367363,0.00001062874,0.0001052053,0.00002031287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063506,"about_ca_system_score_gemma":0.00004465739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1991298,"about_ca_topic_score_gemma":0.7708699,"domain_scores_codex":[0.9993442,0.000007970993,0.0001891221,0.0000811586,0.0001406126,0.0002369694],"domain_scores_gemma":[0.999665,0.0001633735,0.0000095162,0.00009064397,0.00002785193,0.00004365384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001340786,0.000009684136,0.003367086,0.00004560629,0.000005777155,0.00006170072,0.0001981283,0.9686281,0.004335833,0.02054751,0.0004300937,0.002357066],"study_design_scores_gemma":[0.0005942805,0.0001131923,0.06815287,0.0003657202,0.000005603131,0.00001117135,0.0004805798,0.9077277,0.01300526,0.008406995,0.0006912997,0.0004453883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400869,0.0001084499,0.04935756,0.00001910578,0.00008692726,0.0001466234,0.0000112379,0.0000776275,0.01010556],"genre_scores_gemma":[0.9897041,0.000006477175,0.01020608,0.000002215807,0.00002598861,0.00001712845,0.000004339626,0.00001880961,0.00001487371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5717401,"threshold_uncertainty_score":0.8062032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889371892767149,"score_gpt":0.3021643190107035,"score_spread":0.273270600083032,"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."}}