{"id":"W7117680405","doi":"10.47678/cjhe.v55i4.190581","title":"Canadian University Students’ Experiences of Addiction Recovery: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Government of Alberta","keywords":"Residence; Sexual orientation; Addiction; Optimal distinctiveness theory; Coping (psychology); Nicotine Addiction; Mental health; Stigma (botany)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002700736,0.0005637243,0.0007475245,0.002251904,0.01641159,0.00373352,0.001764375,0.001050997,0.004233292],"category_scores_gemma":[0.003957666,0.0006018448,0.0007231902,0.003335066,0.00311749,0.00106224,0.003365701,0.00269131,0.000658468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03411181,"about_ca_system_score_gemma":0.05264898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9492368,"about_ca_topic_score_gemma":0.9847665,"domain_scores_codex":[0.9973411,0.000296632,0.00006735512,0.0001353865,0.0006951306,0.001464295],"domain_scores_gemma":[0.9945438,0.00037471,0.0003251136,0.0001160838,0.001780189,0.002860132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004402176,0.002559926,0.2949442,0.0003390615,0.0000402036,0.001560774,0.6332315,0.000104192,0.001642078,0.001012455,0.01101253,0.05311282],"study_design_scores_gemma":[0.00003377448,0.0006622751,0.2799804,0.0001416766,0.00002592174,0.0001905889,0.7001221,0.0001410929,0.0002536872,0.00009266692,0.0182615,0.00009432209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961587,0.0001348611,0.00003631794,0.0004417666,0.00002220804,0.0001553956,0.0002199255,0.000006275959,0.002824615],"genre_scores_gemma":[0.9955446,0.0004040712,0.0002093463,0.0004593126,0.00001174275,0.0001029916,0.0001879113,0.000007495864,0.003072583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05076319,"threshold_uncertainty_score":0.2474996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852121443975678,"score_gpt":0.2915668170050662,"score_spread":0.2730456025653094,"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."}}