{"id":"W3001899272","doi":"10.24908/pceea.vi0.13788","title":"BUILDING PROFESSIONAL COMMUNICATION SKILLS INSIDE AND OUTSIDE FORMAL EDUCATIONAL CONTEXTS: THE CHALLENGES AND OPPORTUNITIES OF ENGINEERING CO-OP PLACEMENTS","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Argument (complex analysis); Bachelor; Curriculum; Context (archaeology); Component (thermodynamics); Professional development; Professional communication; Pedagogy; Engineering ethics; Medical education; Sociology; Mathematics education; Psychology; Engineering; Political science; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00611986,0.0004352362,0.000298633,0.000863162,0.008215468,0.01045124,0.001403276,0.001614058,0.004191777],"category_scores_gemma":[0.007506673,0.0002430712,0.0002037935,0.0007057791,0.007172863,0.003663664,0.009342279,0.003199463,0.001176419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150397,"about_ca_system_score_gemma":0.02130383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615926,"about_ca_topic_score_gemma":0.07615346,"domain_scores_codex":[0.9955221,0.001513035,0.00007911495,0.00022683,0.001220004,0.001438875],"domain_scores_gemma":[0.9920661,0.00249242,0.0005469471,0.0002028924,0.0009069319,0.003784641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001374347,0.001151775,0.01954892,0.000921603,0.00001596876,0.004531727,0.1648012,0.0005486264,0.00507533,0.04572121,0.01978007,0.7377661],"study_design_scores_gemma":[0.00002252581,0.0005983374,0.03385174,0.001444513,0.00002226138,0.004735499,0.7512035,0.0008889029,0.003112523,0.02519143,0.1788289,0.00009993293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6872475,0.008498806,0.01315656,0.04821143,0.00111815,0.0001773746,0.00003251789,0.0001748271,0.2413829],"genre_scores_gemma":[0.970314,0.004231011,0.005211071,0.001252675,0.0001754453,0.00005357968,0.00001914985,0.0000297466,0.01871331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9968496,"threshold_uncertainty_score":0.03236532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008475901726518737,"score_gpt":0.221237332447686,"score_spread":0.2127614307211673,"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."}}