{"id":"W2294385964","doi":"10.18740/s4dw3p","title":"Explanation and Justification: Understanding the Functions of Fact-Insensitive Principles","year":2016,"lang":"en","type":"article","venue":"Socialist studies","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Deliberation; Epistemology; Normative; Interpretation (philosophy); Miller; Explanatory model; Positive economics; Inference; Philosophy; Law and economics; Sociology; Political science; Economics; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0005645974,0.00004399157,0.00008639115,0.00001817499,0.001410943,0.00001336507,0.00004419929,0.0000460702,0.000006924888],"category_scores_gemma":[0.001829579,0.00002543675,0.0000270529,0.00008943184,0.001971615,0.0000898521,0.00002862649,0.00004548701,0.000003822303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612937,"about_ca_system_score_gemma":0.00006316831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613379,"about_ca_topic_score_gemma":0.0008837751,"domain_scores_codex":[0.9993531,0.0001538366,0.0001099642,0.00008436877,0.0001809753,0.0001177385],"domain_scores_gemma":[0.9980975,0.001614904,0.00006585306,0.00005207974,0.0001426432,0.00002706171],"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":[0.000003298177,0.000005274064,0.0004937041,0.000006794227,0.00004049565,1.241166e-7,0.03504462,1.369151e-7,0.00002416768,0.9636653,0.000488296,0.0002277573],"study_design_scores_gemma":[0.00009391755,0.00001115275,0.005018831,0.000032247,0.00004136516,9.256772e-8,0.1996201,5.466682e-7,0.0000438437,0.7892507,0.005827662,0.00005956584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04887826,0.001055041,0.005686146,0.7684581,0.00104721,0.0003868836,0.0001297816,0.0001043975,0.1742542],"genre_scores_gemma":[0.9981146,0.0005356299,0.00001053811,0.0002990324,0.000279788,0.000007128642,7.161539e-7,0.000002343883,0.0007502047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9492363,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4153867118997832,"score_gpt":0.4159329282550464,"score_spread":0.000546216355263196,"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."}}