{"id":"W4409246444","doi":"10.29173/cjfy30130","title":"Beyond Jocularity: Exploring the Role of Community in Supporting Mental Health and Personal Development Among Male Students","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Personal development; Psychology; Sociology; Psychiatry; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001809455,0.0003140856,0.0003472683,0.0007619965,0.004346024,0.002860281,0.0007502203,0.000743878,0.002346298],"category_scores_gemma":[0.002229039,0.0002280366,0.0003260302,0.0004561169,0.001730543,0.001549147,0.002575182,0.001170421,0.0001833974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447056,"about_ca_system_score_gemma":0.004083076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976707,"about_ca_topic_score_gemma":0.03358615,"domain_scores_codex":[0.9989684,0.0005322165,0.00002523613,0.00003878856,0.0001028354,0.0003324776],"domain_scores_gemma":[0.9986153,0.0003537321,0.0002222688,0.00004365464,0.0001231604,0.0006419183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001038456,0.001539773,0.1543334,0.0003734929,0.000036479,0.001366386,0.7730299,0.00003391676,0.001830287,0.00148912,0.0008791682,0.06498428],"study_design_scores_gemma":[0.000009089067,0.0004932187,0.08229,0.0001797899,0.00003203974,0.0003162296,0.9104672,0.00005772629,0.0003307965,0.0002300199,0.005581809,0.00001200215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971495,0.0002572279,0.00007827835,0.0006485253,0.00001353676,0.00002794272,0.000008417858,0.000002025291,0.001814523],"genre_scores_gemma":[0.9984462,0.0003984881,0.000182162,0.0001576142,0.000009638866,0.00002481851,0.000005884422,0.000001490158,0.0007738008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006976707,"threshold_uncertainty_score":0.01387215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787787363923437,"score_gpt":0.3010422840150417,"score_spread":0.2731644103758074,"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."}}