{"id":"W4213032521","doi":"10.21991/c91t0j","title":"UNDERSTANDING INEQUALITY: A REPLY TO DALE GIBSON","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Sociology; Mathematical economics; Psychology; Psychoanalysis; Economics; Mathematics; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001793435,0.0003685914,0.000446912,0.0003625994,0.003658623,0.0001635036,0.0006272012,0.0002701749,0.0013431],"category_scores_gemma":[0.001675191,0.0003802707,0.0002773944,0.0008513746,0.005700934,0.001156023,0.0002469626,0.0003393693,0.0007099026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330639,"about_ca_system_score_gemma":0.002584431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356107,"about_ca_topic_score_gemma":0.003222605,"domain_scores_codex":[0.9959356,0.0002946983,0.0008194469,0.0007301455,0.0009599871,0.001260152],"domain_scores_gemma":[0.9979106,0.000229545,0.0002355481,0.0005543646,0.000412572,0.0006573513],"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":[0.0001059669,0.00016673,0.03680932,0.00001578337,0.0000560592,0.00002433988,0.002542563,0.00002976153,0.00004656355,0.9430438,0.01692882,0.0002302481],"study_design_scores_gemma":[0.001321993,0.0001628931,0.001758254,0.0002145723,0.00007284575,0.00005256518,0.02853254,0.00008645318,0.0003092103,0.262288,0.7041414,0.001059288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005850208,0.0001512229,0.3753853,0.01100738,0.003616269,0.0009228616,0.0002634296,0.0004487867,0.6023545],"genre_scores_gemma":[0.9865848,0.00004372957,0.002450455,0.009378098,0.0003604963,0.00008578742,0.00005487824,0.00001424646,0.001027469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9807346,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894774516462367,"score_gpt":0.3302789263775481,"score_spread":0.1408014747313114,"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."}}