{"id":"W4313217116","doi":"10.34043/swc.v49i4.292","title":"Creating A Positive Feedback Loop: Supporting Student Mental Health in Ontario’s Christian Schools","year":2022,"lang":"en","type":"article","venue":"Social Work & Christianity","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"","keywords":"Equifinality; Mental health; Christian ministry; Psychosocial; Psychology; Pedagogy; Medical education; Nursing; Social psychology; Medicine; Psychotherapist; Political science; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003663315,0.0002522038,0.0005351623,0.0001282315,0.007293696,0.000176282,0.0005567178,0.0001483644,0.002230769],"category_scores_gemma":[0.0001547787,0.0003176465,0.0002042682,0.001106928,0.0003093249,0.0001418854,0.0002688456,0.001379373,0.0000655425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540204,"about_ca_system_score_gemma":0.001562589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7532791,"about_ca_topic_score_gemma":0.7440346,"domain_scores_codex":[0.9948365,0.001885456,0.0007701397,0.0006051929,0.0008299176,0.001072805],"domain_scores_gemma":[0.9987766,0.0001337957,0.0005240759,0.0001925164,0.00008205691,0.0002910294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001789267,0.0007354613,0.4187857,0.00001116818,0.00006836365,0.00004463987,0.4731528,0.000007456021,0.000008251689,0.003508968,0.09963187,0.003866436],"study_design_scores_gemma":[0.000981663,0.0001685619,0.7529002,0.00004164299,0.00001434948,0.000003536209,0.2011663,9.187938e-7,0.000001226008,0.002030499,0.04229717,0.0003938923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340239,0.0006366014,0.00001799787,0.0295408,0.001416478,0.0009937425,0.00008680514,0.0001184551,0.03316523],"genre_scores_gemma":[0.9939954,0.00003456931,0.0001473525,0.003101279,0.0005835452,0.00008590917,0.0001419179,0.00002830884,0.001881749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341146,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962797270598197,"score_gpt":0.3645754271045804,"score_spread":0.3349474543985984,"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."}}