{"id":"W2296880386","doi":"10.1080/07393148.2016.1153188","title":"Offending the One Percent: Seven Arguments Against Distributive Desert","year":2016,"lang":"en","type":"article","venue":"New Political Science","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Desert (philosophy); Skepticism; Distributive property; Mainstream; Epistemology; Sociology; Positive economics; Law and economics; Politics; Economics; Political science; Law; Philosophy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001822649,0.0001199846,0.000132407,0.00004305132,0.001695567,0.000170103,0.001053595,0.0001051182,0.0002135638],"category_scores_gemma":[0.004396293,0.00006724385,0.00007267449,0.0005235667,0.005844949,0.0005228745,0.000228192,0.0002315984,0.000408484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304176,"about_ca_system_score_gemma":0.001244453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513519,"about_ca_topic_score_gemma":0.0001731621,"domain_scores_codex":[0.9960131,0.000185899,0.000195938,0.0003717135,0.001265346,0.001967998],"domain_scores_gemma":[0.9970764,0.0009357305,0.00003542432,0.0002858646,0.0001332373,0.001533368],"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":[0.000003858622,0.00003461432,0.0008099634,0.000001446993,0.000003306609,0.000001675074,0.001080484,6.465349e-8,0.0008579661,0.9936324,0.0001973234,0.003376915],"study_design_scores_gemma":[0.0002677845,0.00004361054,0.02990019,0.00008604577,0.00001447994,0.000001122664,0.001076159,0.00001107399,0.002389952,0.934437,0.0315385,0.000234019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1431226,0.00001862677,0.001494098,0.2488495,0.0006293976,0.0002970362,0.00005593518,0.0001275938,0.6054053],"genre_scores_gemma":[0.9934446,0.00001109835,0.00009994919,0.003865059,0.0008090374,0.000005037965,7.121665e-7,0.000005805192,0.00175869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8503221,"threshold_uncertainty_score":0.9996041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08071676652503168,"score_gpt":0.3597991228574312,"score_spread":0.2790823563323995,"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."}}