{"id":"W2946919316","doi":"10.24908/pceea.vi0.13855","title":"REDESIGNING TELECOMMUNICATION ENGINEERING COURSES WITH CDIO GEARED FOR POLYTECHNIC EDUCATION","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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Curriculum; CDIO; Employability; Pace; Engineering education; Telecommunications engineering; Information and Communications Technology; Experiential learning; Technological revolution","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00729575,0.0006522742,0.0002377703,0.001883326,0.001161711,0.003685926,0.00164355,0.0007865619,0.005221081],"category_scores_gemma":[0.01437348,0.0004091013,0.0004204197,0.0009982598,0.001157742,0.002481717,0.002753248,0.001771666,0.001922627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847167,"about_ca_system_score_gemma":0.007045697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820454,"about_ca_topic_score_gemma":0.005730608,"domain_scores_codex":[0.9969738,0.001341011,0.0002238835,0.0004164908,0.0007304466,0.0003144142],"domain_scores_gemma":[0.9901225,0.003077485,0.001328131,0.00152062,0.00257608,0.001375195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001429768,0.00232351,0.01665156,0.0007374764,0.00002183814,0.0001771634,0.004983032,0.01052551,0.03066795,0.03054352,0.008409584,0.8948159],"study_design_scores_gemma":[0.0005062571,0.004672743,0.04657349,0.001818741,0.0001385389,0.001002918,0.01427999,0.08294172,0.08611678,0.03948581,0.7222139,0.0002490524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1888931,0.0003916188,0.7470379,0.003060421,0.0004005622,0.006528287,0.0002016325,0.00343805,0.05004849],"genre_scores_gemma":[0.1227916,0.0003008808,0.8637664,0.0003985373,0.00003578674,0.001504187,0.0002481364,0.0002198151,0.0107347],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00729575,"threshold_uncertainty_score":0.03858405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003108364929121575,"score_gpt":0.179519609747778,"score_spread":0.1764112448186564,"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."}}