{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006837117,0.0005958303,0.0005247826,0.001546905,0.006342563,0.01075267,0.001298778,0.004478458,0.007915713],"category_scores_gemma":[0.006218899,0.0002347335,0.0003172425,0.001332468,0.0821123,0.008084483,0.004427167,0.005847698,0.001257668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195613,"about_ca_system_score_gemma":0.008375905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006914066,"about_ca_topic_score_gemma":0.003716,"domain_scores_codex":[0.9916219,0.005974967,0.0001909173,0.0009767998,0.000765246,0.0004701884],"domain_scores_gemma":[0.9941532,0.003479447,0.0003998897,0.0008689058,0.0006373495,0.0004612264],"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":[0.000002471082,0.000003822544,0.00004272907,0.00001738435,8.816999e-7,0.00001416112,0.003427798,0.00005847082,0.00002629772,0.9926097,0.002057662,0.001738539],"study_design_scores_gemma":[0.0000102564,0.00001577867,0.0001128298,0.0002650458,0.000002012191,0.00005508495,0.004712372,0.0002515631,0.00009510159,0.7412874,0.2531864,0.000006059146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01238772,0.01860986,0.018455,0.1125652,0.001236585,0.00007244403,0.00006128359,0.00009624323,0.8365156],"genre_scores_gemma":[0.9236252,0.006208828,0.005361264,0.009857094,0.001040827,0.000164758,0.00005199321,0.00008904671,0.05360094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01195613,"threshold_uncertainty_score":0.08674818,"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."}}