{"id":"W4316804714","doi":"10.58544/imsj.v1i1.5239","title":"Mad Studies Genealogy and Praxis","year":2022,"lang":"en","type":"article","venue":"International Mad Studies Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Praxis; Oppression; Sociology; Argument (complex analysis); Economic Justice; Epistemology; Vocabulary; Political science; Linguistics; Law; Politics; Medicine; Philosophy","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":[0.02509358,0.0006763657,0.00062356,0.004081079,0.01466365,0.01702512,0.002283196,0.003780978,0.003895409],"category_scores_gemma":[0.03543955,0.000388287,0.0003049864,0.00260067,0.1182412,0.01399783,0.01378131,0.01313039,0.000636123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007287759,"about_ca_system_score_gemma":0.006289148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333033,"about_ca_topic_score_gemma":0.003160316,"domain_scores_codex":[0.9759951,0.01967783,0.0005613561,0.00119026,0.001811733,0.0007636247],"domain_scores_gemma":[0.9677467,0.02367666,0.001691454,0.003575356,0.001628509,0.00168135],"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":[0.00001414035,0.00002455049,0.0003720971,0.0001491468,0.000003897183,0.0001503597,0.2060116,0.00004462957,0.0001711979,0.7723812,0.01049337,0.0101837],"study_design_scores_gemma":[0.00001346839,0.00003828715,0.0005165839,0.001030099,0.000005052687,0.0003701242,0.2096583,0.0001968298,0.0003428912,0.2831583,0.5046488,0.00002122199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06933138,0.03008425,0.02885768,0.5720684,0.00820086,0.0003250298,0.0001993168,0.0002623978,0.2906706],"genre_scores_gemma":[0.9197485,0.008742435,0.01040181,0.02978512,0.002759487,0.0006436055,0.00007524098,0.0001500856,0.02769373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02509358,"threshold_uncertainty_score":0.1327091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4957562987059655,"score_gpt":0.5608830956732717,"score_spread":0.06512679696730611,"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."}}