{"id":"W7114889918","doi":"10.58544/imsj.v3i1.11473","title":"Mad Studies: The Basics","year":2025,"lang":"","type":"article","venue":"International Mad Studies Journal","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queer; Field (mathematics); Sexual orientation; Mental health; Race (biology)","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":[0.013894,0.0007879899,0.001095705,0.003067596,0.01258001,0.01552895,0.002003728,0.006340054,0.02050521],"category_scores_gemma":[0.0187602,0.0006954064,0.0005599185,0.003021816,0.04488095,0.01808372,0.01357604,0.01502047,0.005754452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008858007,"about_ca_system_score_gemma":0.01140567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005978805,"about_ca_topic_score_gemma":0.008369132,"domain_scores_codex":[0.9894959,0.006751373,0.0003789977,0.0006253418,0.001892589,0.0008557114],"domain_scores_gemma":[0.9871047,0.008099318,0.0004336174,0.001078837,0.001363081,0.001920431],"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":[0.00001740655,0.00004207089,0.0002463692,0.0004383671,0.000004765649,0.000106493,0.01661069,0.00003203522,0.00007570434,0.79276,0.1509955,0.03867054],"study_design_scores_gemma":[0.000009708075,0.00001237491,0.0003201634,0.001196244,0.000002557065,0.0001466836,0.00640113,0.00002563779,0.00004155685,0.1809286,0.8109039,0.00001148465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002103873,0.1289696,0.008369483,0.4012161,0.01228951,0.0002757893,0.0002789777,0.0001802396,0.4463165],"genre_scores_gemma":[0.2864768,0.1807114,0.02461267,0.2565297,0.03120395,0.002422462,0.0006998519,0.0005253734,0.2168179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02050521,"threshold_uncertainty_score":0.07347941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372346706496106,"score_gpt":0.5443686911658306,"score_spread":0.40713402051622,"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."}}