{"id":"W6907687415","doi":"10.25384/sage.25180780","title":"Supplemental Material - Impact of Recovery Colleges in Postsecondary Institutions in Canada – Preliminary Findings","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postsecondary education; Higher education; Government (linguistics); Continuing 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002237977,0.0008660128,0.001154624,0.007443051,0.005326407,0.003854693,0.003717466,0.001030045,0.3072627],"category_scores_gemma":[0.02249711,0.0006136605,0.001791152,0.01284571,0.0005584773,0.001834139,0.002036949,0.001849607,0.03157215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02517966,"about_ca_system_score_gemma":0.07522336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742777,"about_ca_topic_score_gemma":0.985142,"domain_scores_codex":[0.9967908,0.0001680954,0.0002569687,0.0002007287,0.001809281,0.0007740085],"domain_scores_gemma":[0.935437,0.007628663,0.002540254,0.001735365,0.04763766,0.005021063],"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":[0.0001624107,0.0003338496,0.04067494,0.0004080586,0.00007672099,0.00007536238,0.0004069892,0.0002552651,0.00007112143,0.0007452254,0.9385507,0.01823931],"study_design_scores_gemma":[0.0003297417,0.0001323058,0.6978886,0.000741001,0.0001583319,0.0001410104,0.006194358,0.0006455617,0.0005101284,0.001206238,0.2918623,0.0001904395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007630671,0.0001397173,0.0001762435,0.001316577,0.0001757719,0.0004262351,0.9762274,0.0003173037,0.01359016],"genre_scores_gemma":[0.06120906,0.0006374123,0.003267205,0.001208822,0.0001651575,0.001491525,0.8546714,0.0003297528,0.07701965],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3072627,"threshold_uncertainty_score":0.9881057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390647339246561,"score_gpt":0.4308684578028437,"score_spread":0.3669619844103781,"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."}}