{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005776088,0.0003106828,0.0003328844,0.01072417,0.008803058,0.003439632,0.00143905,0.0004213662,0.005062921],"category_scores_gemma":[0.03090454,0.0003146599,0.0004119987,0.01232712,0.003133179,0.0009372217,0.001630836,0.0008892856,0.0002164276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05913019,"about_ca_system_score_gemma":0.0384178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485716,"about_ca_topic_score_gemma":0.9804817,"domain_scores_codex":[0.9928201,0.00106679,0.0003253618,0.0004815357,0.004093543,0.001212712],"domain_scores_gemma":[0.9755627,0.008933608,0.003585097,0.0005554304,0.009948275,0.001414903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002987301,0.000178228,0.7904733,0.0002997281,0.0001238361,0.000945218,0.1093337,0.00277227,0.001629833,0.02654899,0.007609403,0.05978673],"study_design_scores_gemma":[0.00000917242,0.00003426373,0.9064492,0.0001236507,0.00003152853,0.0001077581,0.07255888,0.00295166,0.0004916009,0.001237613,0.01593634,0.00006836548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693943,0.000249709,0.0004958077,0.0003441189,0.00001333627,0.0001690716,0.001352457,0.000008797705,0.02797237],"genre_scores_gemma":[0.9965761,0.00018508,0.0006268448,0.00002962289,0.000006583721,0.0000572613,0.0006514861,0.000004021318,0.001863097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05913019,"threshold_uncertainty_score":0.4290216,"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."}}