{"id":"W4410221654","doi":"10.25071/2817-5344/95","title":"Inconsistent Justice","year":2025,"lang":"en","type":"article","venue":"Canadian Journal for the Academic Mind","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economic Justice; Political science; Psychology; Sociology; Law","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":[0.005983645,0.0009270232,0.0008994653,0.002086669,0.009276581,0.0121351,0.003444185,0.006856572,0.1483181],"category_scores_gemma":[0.01665089,0.0005290527,0.0009527702,0.001839655,0.007481891,0.008304952,0.009479631,0.007514424,0.05200362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005524836,"about_ca_system_score_gemma":0.008858865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007686753,"about_ca_topic_score_gemma":0.01100918,"domain_scores_codex":[0.9891722,0.002740019,0.0005789372,0.002541892,0.003103966,0.001862878],"domain_scores_gemma":[0.9942306,0.001256603,0.0003572813,0.001692604,0.001869223,0.0005937248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001944437,0.00002374164,0.000426875,0.00009276446,0.000009485972,0.0001579437,0.001679335,0.0001080748,0.00008334955,0.8230965,0.1404047,0.03389783],"study_design_scores_gemma":[0.000007396714,0.000009822988,0.0002061225,0.0002031181,0.000005390444,0.0001193531,0.0008183479,0.0001067592,0.00009091293,0.0730416,0.9253795,0.00001166992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001422023,0.001471445,0.006134474,0.01508559,0.002018156,0.0001153058,0.0003425513,0.0002188324,0.9731916],"genre_scores_gemma":[0.1135895,0.002585274,0.007034975,0.03865606,0.001910175,0.0004880124,0.001011051,0.0007193718,0.8340055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1483181,"threshold_uncertainty_score":0.4961736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111067612094128,"score_gpt":0.4021074031281408,"score_spread":0.2910397910340127,"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."}}