{"id":"W3025274085","doi":"10.3233/978-1-61499-923-2-539","title":"Career Services and Student Success in Canadian Postsecondary Institutions","year":2018,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Postsecondary education; CLARITY; Medical education; Career development; Higher education; Public relations; Psychology; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265508,0.0002461993,0.0004555216,0.003151059,0.01361298,0.006774524,0.001903033,0.0009183817,0.007619418],"category_scores_gemma":[0.01320196,0.0002039195,0.0005543428,0.00432752,0.0028139,0.001046621,0.005084842,0.002686001,0.0006258061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05455105,"about_ca_system_score_gemma":0.09638289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746353,"about_ca_topic_score_gemma":0.9846773,"domain_scores_codex":[0.9938876,0.0005810342,0.0001242385,0.0001593091,0.001306894,0.003940976],"domain_scores_gemma":[0.9711326,0.0008620438,0.001914485,0.0002799045,0.006248249,0.01956275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001811752,0.0004264545,0.9014515,0.0000618382,0.00004938881,0.0002203149,0.01558665,0.0003982446,0.0001411757,0.01383255,0.0169897,0.05066109],"study_design_scores_gemma":[0.00001808623,0.00008998655,0.9395555,0.0002007367,0.00002025654,0.00007651494,0.03692066,0.0006159196,0.0001630546,0.0009920668,0.02129366,0.00005345701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616095,0.0006425682,0.0001770513,0.007220638,0.00009403966,0.00004026791,0.0008783792,0.00003271043,0.02930499],"genre_scores_gemma":[0.9961957,0.0002333791,0.00006786922,0.0002243362,0.00001081997,0.000007614847,0.0002118945,0.000009520374,0.003038871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9454489,"threshold_uncertainty_score":0.3957974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07796395838506773,"score_gpt":0.4565255490312977,"score_spread":0.37856159064623,"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."}}