{"id":"W4417185557","doi":"10.1017/pub.2025.10076","title":"Three Problems for Public Political Philosophy","year":2025,"lang":"en","type":"article","venue":"Public humanities.","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Political philosophy; Politics; Bureaucracy; Public philosophy; Public policy; Citizen journalism","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":[0.05051477,0.0006635307,0.000967804,0.002758619,0.01585753,0.01910607,0.002645294,0.01629074,0.008074608],"category_scores_gemma":[0.0484826,0.0006643111,0.001567358,0.00304858,0.07297558,0.02178103,0.009780794,0.02568758,0.001461652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01726018,"about_ca_system_score_gemma":0.016164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726004,"about_ca_topic_score_gemma":0.002613296,"domain_scores_codex":[0.9485769,0.03582525,0.001272808,0.002640697,0.008982644,0.002701662],"domain_scores_gemma":[0.9567521,0.02886839,0.002050295,0.004617456,0.005560863,0.002150792],"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":[0.000002761564,0.000007974194,0.00004163577,0.00001079176,0.000001230822,0.00001171547,0.0009380709,0.00008501745,0.000007414458,0.9937236,0.003696244,0.001473515],"study_design_scores_gemma":[0.00001064849,0.000005341989,0.00004257196,0.000064473,0.000001984462,0.00002054088,0.001240968,0.0004300571,0.00002857517,0.9680169,0.03013159,0.000006372949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01015381,0.003697078,0.03525797,0.8289106,0.001626127,0.00006104727,0.00005074446,0.0001421768,0.1201004],"genre_scores_gemma":[0.8569231,0.004025973,0.03045231,0.07681804,0.004037322,0.000679982,0.00009222349,0.0003211823,0.02664993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05051477,"threshold_uncertainty_score":0.2671508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.205913754327728,"score_gpt":0.3522668053804632,"score_spread":0.1463530510527352,"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."}}