{"id":"W6908103132","doi":"10.25384/sage.c.7064473.v1","title":"Impact of Recovery Colleges in Postsecondary Institutions in Canada – Preliminary Findings","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Postsecondary education; Coping (psychology); Exploratory research; Sample (material); Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001101571,0.0005036301,0.0009828559,0.002764544,0.00003056848,0.00009630033,0.001822714,0.0003231424,0.02270261],"category_scores_gemma":[0.0005824539,0.0004693669,0.0001394669,0.001636921,0.0001003219,0.0006696272,0.001027394,0.001559,0.0005011035],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003653037,"about_ca_system_score_gemma":0.02026567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9537628,"about_ca_topic_score_gemma":0.9934906,"domain_scores_codex":[0.9967778,0.000231497,0.001062973,0.0006897027,0.0006345325,0.0006035223],"domain_scores_gemma":[0.9972718,0.0001448733,0.0005865604,0.001755308,0.00003831759,0.0002031219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001190113,0.0001147387,0.008898671,0.0002306576,0.0004268861,0.002412775,0.00006400847,0.00009238254,0.0001944857,9.749376e-7,0.9853596,0.002085793],"study_design_scores_gemma":[0.003843214,0.0006191236,0.3382795,0.1491258,0.0006398951,0.001840238,0.0009483717,0.0002646855,0.00005229368,0.0004499273,0.5013422,0.002594779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02664375,0.2708472,0.000003695437,0.0002258979,0.001425787,0.001138174,0.4855923,0.00007401431,0.2140492],"genre_scores_gemma":[0.3043144,0.1366066,0.001165076,0.0003522745,0.001434326,0.0001106323,0.01370646,0.006965373,0.5353449],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4840175,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321968870398739,"score_gpt":0.3411388208990105,"score_spread":0.2879191321950231,"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."}}