{"id":"W7072418521","doi":"","title":"WHAT IS SUCCESS? HOW PEER SUPPORT WORKERS IN ONTARIO SEE ADDICTION & RECOVERY","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer support; Government (linguistics); Addiction; Thematic analysis; Social support; Sobriety; Peer review; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00292999,0.0003817719,0.0004827169,0.001567363,0.02032663,0.007594285,0.002208026,0.001125784,0.004580817],"category_scores_gemma":[0.008888604,0.0003289149,0.0003221587,0.00234157,0.01116053,0.003663035,0.006413452,0.00215573,0.0003253908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06438363,"about_ca_system_score_gemma":0.09392762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9445681,"about_ca_topic_score_gemma":0.9749555,"domain_scores_codex":[0.9951126,0.001281883,0.0001391422,0.0002997403,0.001504454,0.001662234],"domain_scores_gemma":[0.9934201,0.001008965,0.0006480173,0.0001704805,0.001705301,0.003047151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002456875,0.00004356089,0.0250133,0.0001076397,0.00001213989,0.0004750146,0.9443026,0.00005359394,0.0002616746,0.004406388,0.007179433,0.01811998],"study_design_scores_gemma":[0.000004420446,0.00002332609,0.02653739,0.0001416778,0.000009787175,0.00007775632,0.9319777,0.00008175452,0.00006879551,0.0006220868,0.0404275,0.00002782507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027811,0.00261005,0.0006667786,0.02725287,0.0002889023,0.0001874876,0.0002528107,0.00004498376,0.06591504],"genre_scores_gemma":[0.9897069,0.001575588,0.000221763,0.0008205281,0.0000239174,0.00004594082,0.00006277223,0.00001956017,0.007523001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06438363,"threshold_uncertainty_score":0.4671382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06829800446998276,"score_gpt":0.3212028375901874,"score_spread":0.2529048331202047,"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."}}