{"id":"W4239134430","doi":"10.24908/pceea.vi0.13793","title":"Design of a Completely New First Year Engineering Program at the University of Saskatchewan – Part II","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Summative assessment; Schedule; Modular design; Duration (music); Project-based learning; Formative assessment; Computer science; Engineering management; Mathematics education; Academic year; Medical education; Psychology; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000276862,0.0001634322,0.0002128797,0.0001705584,0.00009685022,0.00001898126,0.0003645899,0.00011753,0.0001470158],"category_scores_gemma":[0.0001348024,0.0001582048,0.00008844451,0.0005605835,0.00001525275,0.0001246765,0.00004150666,0.0001738858,0.00001565104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409939,"about_ca_system_score_gemma":0.0005279197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849656,"about_ca_topic_score_gemma":0.001760616,"domain_scores_codex":[0.9990383,0.000004049021,0.0002759561,0.0001378297,0.0002792868,0.0002645614],"domain_scores_gemma":[0.9991823,0.00005702681,0.0001959655,0.000152713,0.0002588795,0.0001531229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001133391,0.000195108,0.04795366,0.001987519,0.0006242438,1.115959e-7,0.02209619,0.7156111,0.01342586,0.003164623,0.1928577,0.002072565],"study_design_scores_gemma":[0.001370355,0.0001681824,0.2288074,0.00160829,0.0002714406,0.00001070085,0.005821193,0.114292,0.02307602,0.00007361179,0.623087,0.001413803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98948,0.0003339943,0.000624595,0.002154392,0.003396155,0.001700891,0.00004014115,0.0003445824,0.001925227],"genre_scores_gemma":[0.990396,0.00002414608,0.005157681,0.00001631734,0.00006746328,0.00001415231,0.00001002734,0.00004088162,0.004273347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013191,"threshold_uncertainty_score":0.6451406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005690089947009335,"score_gpt":0.1614078509182,"score_spread":0.1557177609711906,"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."}}