{"id":"W4407799789","doi":"10.1163/18253911-bja10147","title":"Practice as Philosophy","year":2025,"lang":"en","type":"article","venue":"Nuncius","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006837292,0.00005916614,0.00008175112,0.00003955783,0.0004192303,0.00005624568,0.0001853601,0.00008055678,0.0007703869],"category_scores_gemma":[0.002937207,0.00005943588,0.0000536245,0.000321172,0.0002450266,0.0002045087,0.000030621,0.0001399589,0.0008578046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005329366,"about_ca_system_score_gemma":0.000126977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680247,"about_ca_topic_score_gemma":0.0000114223,"domain_scores_codex":[0.9990942,0.0002433148,0.00009791468,0.0001476716,0.0002294366,0.0001874909],"domain_scores_gemma":[0.998879,0.0007418154,0.00001897363,0.0001549174,0.0001201993,0.00008514235],"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":[0.00004107479,0.00006551117,0.0000212156,0.000004868779,0.00001059062,0.00001353634,0.0009759207,3.818494e-7,0.00002010212,0.9931409,0.003244541,0.00246138],"study_design_scores_gemma":[0.00006092696,0.00001132897,0.000005515631,0.000009560414,0.000009944843,4.460178e-7,0.0003707933,4.680408e-7,0.00003956686,0.5148546,0.4846006,0.00003621864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001274813,0.0002507287,0.0001014112,0.07851628,0.0005288808,0.0001004297,0.000002319981,0.00009304172,0.9191321],"genre_scores_gemma":[0.9813187,0.00003496615,0.0002112661,0.01347954,0.0005436174,0.000009224919,0.000001163517,0.000003824297,0.004397662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9800439,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433112440840552,"score_gpt":0.4072339361700116,"score_spread":0.3829028117616061,"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."}}