{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001349535,0.0001488307,0.0002873875,0.00017593,0.003152099,0.000009176003,0.0002242864,0.0000314255,0.0009014474],"category_scores_gemma":[0.000164763,0.000123011,0.00005707085,0.00008866689,0.00009609645,0.0001034203,0.0008309803,0.0008116095,0.0000643391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529598,"about_ca_system_score_gemma":0.0001377193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003983622,"about_ca_topic_score_gemma":0.00009326855,"domain_scores_codex":[0.9974588,0.0005375792,0.000745612,0.0002126081,0.000629109,0.0004162936],"domain_scores_gemma":[0.9983286,0.0005535677,0.0004352215,0.00009764736,0.0004390427,0.0001458703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008703137,0.0003958727,0.5919347,0.0009136623,0.002746079,0.0002648166,0.0684264,0.0001119651,0.00008962017,0.01341572,0.29527,0.02556087],"study_design_scores_gemma":[0.00263876,0.0009722131,0.01714285,0.0003589521,0.00005179887,0.0002098942,0.1488979,0.00009667701,0.000009499827,0.01581634,0.8135474,0.0002577024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234455,0.03035633,0.00004527499,0.01795478,0.01938935,0.0006385684,0.0001384466,0.00004023746,0.007991465],"genre_scores_gemma":[0.9480668,0.02008379,0.0008623598,0.01605692,0.002034676,0.0005538059,0.00005220816,0.0000293849,0.01226001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747918,"threshold_uncertainty_score":0.9981456,"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."}}