{"id":"W2755415388","doi":"10.20381/ruor-20914","title":"Assessment Strategies in Higher Education: A Case Study of Conestoga College’s Fitness and Health Promotion Program","year":2017,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Medical education; Psychology; Gerontology; Mathematics education; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002100493,0.0001280727,0.000394009,0.0005652748,0.001158164,0.0001112206,0.0004789593,0.0001795461,0.0003155071],"category_scores_gemma":[0.00002074111,0.000156643,0.0000449607,0.0004947255,0.0004057504,0.0004726719,0.00007001527,0.0003981043,0.000001405652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471955,"about_ca_system_score_gemma":0.004111106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0429281,"about_ca_topic_score_gemma":0.3798847,"domain_scores_codex":[0.9973882,0.0006480287,0.0002031425,0.0003504655,0.001088951,0.0003211927],"domain_scores_gemma":[0.9984148,0.00008900998,0.000403232,0.0002640756,0.0006942315,0.0001346346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004111458,0.01346703,0.6436322,0.001559995,0.0002163622,0.0006818243,0.1333576,0.000001835896,0.000017488,0.164826,0.003521519,0.03867704],"study_design_scores_gemma":[0.000607031,0.0007758656,0.4842497,0.0001287027,0.00001496813,0.000001379083,0.5108234,0.000003467529,2.85607e-7,0.0002085523,0.003106047,0.00008055609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669044,0.000053061,3.162575e-7,0.001045051,0.0002606089,0.002602411,0.00001200723,0.0000170779,0.1291051],"genre_scores_gemma":[0.9504513,0.0001696189,0.0002042084,9.355742e-7,0.00005251866,0.00001849123,0.00006845841,0.000008815092,0.04902562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774658,"threshold_uncertainty_score":0.9634451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081419758861001,"score_gpt":0.5135839410944316,"score_spread":0.3054419652083314,"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."}}