{"id":"W4225640098","doi":"10.1525/cs.2022.35299","title":"Social Science as Public Philosophy Revived","year":2022,"lang":"en","type":"article","venue":"Civic Sociology","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Epistemology; Normative; Scrutiny; Subject (documents); Philosophy of social science; Social theory; Hegemony; Social philosophy; Social science; Law; Philosophy; Politics; Political science; Social relation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000564657,0.0000914585,0.0001414399,0.0001421349,0.003626922,0.00006298977,0.0004372899,0.00003169637,0.01046513],"category_scores_gemma":[0.0001061275,0.00009448673,0.00006524735,0.0000840147,0.00231919,0.0002421361,0.0002054501,0.0002798002,0.0003431939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147715,"about_ca_system_score_gemma":0.000255946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002048435,"about_ca_topic_score_gemma":0.000001958266,"domain_scores_codex":[0.9988919,0.0001709178,0.0001653454,0.0002528402,0.0002074043,0.0003116071],"domain_scores_gemma":[0.9995179,0.00008138324,0.000107659,0.0001542537,0.00008822214,0.00005056865],"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":[0.000004159366,0.00005678455,0.00006638063,0.000006476927,0.000009888186,0.000001161957,0.07818779,1.639205e-7,0.00005811518,0.9119309,0.008876476,0.000801665],"study_design_scores_gemma":[0.0001171415,0.00007621444,0.0002755985,0.000001090668,0.000007245108,0.000005656916,0.006318234,0.000004644583,0.000004577669,0.7270746,0.2660096,0.0001054365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2446423,0.0003558241,0.000002588839,0.03717627,0.002469582,0.000140088,0.00001611459,0.0001116144,0.7150856],"genre_scores_gemma":[0.9916563,0.000006534596,0.000006310043,0.00480363,0.00212602,0.0001322976,0.00003306213,0.00001042765,0.001225438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.747014,"threshold_uncertainty_score":0.9976702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09204888172893466,"score_gpt":0.3029861766175005,"score_spread":0.2109372948885658,"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."}}