{"id":"W2806073596","doi":"10.3991/ijep.v8i3.7857","title":"Engineering Education in an Integrated Setting","year":2018,"lang":"en","type":"article","venue":"International Journal of Engineering Pedagogy (iJEP)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College","funders":"","keywords":"Scope (computer science); Confusion; Engineering management; Work (physics); Electronics; Key (lock); Computer science; Engineering education; Engineering; Subject (documents); Systems engineering; World Wide Web; Mechanical engineering; Electrical engineering; Computer security; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003720086,0.0003871303,0.0005159702,0.001350083,0.003216588,0.009903766,0.001728929,0.001625768,0.03170457],"category_scores_gemma":[0.003996246,0.0003748547,0.0004028415,0.001657574,0.00297415,0.007094467,0.01839498,0.003716391,0.006110647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485339,"about_ca_system_score_gemma":0.005733127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000824378,"about_ca_topic_score_gemma":0.002016457,"domain_scores_codex":[0.9952151,0.001774541,0.0002071616,0.0008941094,0.001018565,0.0008905854],"domain_scores_gemma":[0.9946138,0.0007949533,0.0002814262,0.00054829,0.0005842119,0.003177258],"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":[0.0001569685,0.006441554,0.01984516,0.0009674082,0.0001155454,0.0024877,0.03682571,0.007321767,0.008443999,0.286566,0.03485214,0.5959761],"study_design_scores_gemma":[0.0001304568,0.001851975,0.02660705,0.00134743,0.00005573219,0.002233254,0.04525575,0.005698185,0.002907988,0.1504862,0.7633353,0.00009079026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2934268,0.003061675,0.1050292,0.01083532,0.0007068324,0.0004611886,0.0001536021,0.001155586,0.5851697],"genre_scores_gemma":[0.8963907,0.001288165,0.03203738,0.001592288,0.0001896696,0.0001483042,0.0001444946,0.0001500333,0.06805886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03170457,"threshold_uncertainty_score":0.1060624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199575946296687,"score_gpt":0.2951203660177517,"score_spread":0.287920790071455,"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."}}