{"id":"W2910883033","doi":"10.24908/pceea.v0i0.13075","title":"ASSESSING LIFE-LONG LEARNING THROUGH CO-OPERATIVE EDUCATION1H,�","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Mathematics education; Psychology; Student life; Medical education; Computer science; Medicine; Library science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.003224715,0.0002601088,0.0002300176,0.002591285,0.0008508422,0.001692181,0.0005909103,0.0003747458,0.002751144],"category_scores_gemma":[0.01442533,0.00009385958,0.0002406353,0.001567168,0.000431857,0.001313472,0.001643583,0.0005578203,0.000814251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103927,"about_ca_system_score_gemma":0.001932959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530059,"about_ca_topic_score_gemma":0.04857575,"domain_scores_codex":[0.9984168,0.0004382454,0.0001210933,0.0001285994,0.0006196706,0.0002757129],"domain_scores_gemma":[0.9761969,0.006548171,0.007431012,0.0009609719,0.004187393,0.0046754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005093258,0.0004400381,0.9703478,0.00002681487,0.00002039954,0.00002061038,0.0009906298,0.0001890342,0.0002234812,0.00007123045,0.0001828431,0.02743614],"study_design_scores_gemma":[0.000001367515,0.0001881646,0.9973896,0.000008780765,0.000003772769,0.00001877955,0.001125779,0.0002373703,0.0002705062,0.00004931736,0.0006982966,0.000008424937],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969043,0.00005606287,0.0003807235,0.0000484944,0.000004481251,0.00002704118,0.0002908283,0.000009089904,0.002278912],"genre_scores_gemma":[0.9966434,0.00007984856,0.001034619,0.0000128893,0.000006002582,0.0000363611,0.0006760017,0.000003723116,0.001507035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530059,"threshold_uncertainty_score":0.0304231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050950360280455,"score_gpt":0.3360245873238509,"score_spread":0.3155150837210464,"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."}}