{"id":"W4413670912","doi":"10.1080/16066359.2025.2549302","title":"Disclosing recovery in academia: the role of stigma and recovery capital","year":2025,"lang":"en","type":"article","venue":"Addiction Research & Theory","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Stigma (botany); Capital (architecture); Psychology; Medicine; Political science; Psychiatry; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007164123,0.00008800326,0.0001605333,0.0003435443,0.0009141073,0.000007772408,0.0001627658,0.0003540541,0.0003003712],"category_scores_gemma":[0.000391118,0.0000629858,0.00003343455,0.0004739314,0.0002171879,0.0001475861,0.0002421127,0.002604078,0.00004341147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116526,"about_ca_system_score_gemma":0.0004094733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009835798,"about_ca_topic_score_gemma":0.0003856564,"domain_scores_codex":[0.9953799,0.002976973,0.0005109304,0.000227752,0.0003775638,0.0005269375],"domain_scores_gemma":[0.9957604,0.003671926,0.0001036321,0.000248379,0.0001144568,0.0001012485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003404144,0.0003207495,0.2222418,0.001395207,0.0001038437,0.000003416115,0.01115921,0.00002836022,0.002055582,0.2421888,0.01063489,0.506464],"study_design_scores_gemma":[0.002084121,0.0008189788,0.1527215,0.005520424,0.00002963096,8.854125e-7,0.08672178,0.0003383515,0.002225864,0.6738511,0.07547171,0.0002156754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952266,0.005485921,0.00005958298,0.001092539,0.000503391,0.00130784,0.00006362841,0.00001999496,0.03920113],"genre_scores_gemma":[0.9925503,0.002211455,0.0000301581,0.0009790759,0.00009349312,0.0002961187,0.00004452393,0.00001024601,0.003784678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5062484,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254777366900507,"score_gpt":0.4688046581142522,"score_spread":0.3433269214242015,"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."}}