{"id":"W7034190223","doi":"","title":"Students Who Thrive&#13;\\n - Well-being of University Students in Ontario","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; State (computer science); Higher education; Key (lock); Student life","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":[],"consensus_categories":[],"category_scores_codex":[0.0006199919,0.0001647835,0.00030469,0.0007155417,0.004966094,0.002732402,0.0006093206,0.0002977327,0.005077616],"category_scores_gemma":[0.002008322,0.0001779288,0.0003067606,0.001826123,0.001869218,0.0007969843,0.002113298,0.0006596168,0.0005062343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01929901,"about_ca_system_score_gemma":0.0290698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9603376,"about_ca_topic_score_gemma":0.9909835,"domain_scores_codex":[0.9989713,0.00009259437,0.00003038038,0.00006962552,0.0003047726,0.0005313417],"domain_scores_gemma":[0.9974685,0.00007906103,0.0002637578,0.00004906165,0.000713575,0.001426133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225524,0.00009381058,0.7416282,0.0001297028,0.00002543887,0.0002754727,0.1889493,0.00008004333,0.0008551975,0.001506935,0.01177325,0.05456017],"study_design_scores_gemma":[0.000003597632,0.00004350971,0.7735216,0.00005967161,0.000008908064,0.00004847096,0.2100401,0.00006795398,0.0001383523,0.0001106916,0.01593549,0.00002169733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905738,0.0001914044,0.00004306988,0.001144273,0.00001955558,0.00001939927,0.0004292513,0.000007569303,0.007571679],"genre_scores_gemma":[0.9935653,0.0002401759,0.00005448266,0.0001198343,0.000004411742,0.0000114381,0.0001613691,0.000005093657,0.005838042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03966236,"threshold_uncertainty_score":0.1400248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04872161231548995,"score_gpt":0.2860839287590238,"score_spread":0.2373623164435338,"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."}}