{"id":"W1804510008","doi":"10.24908/pceea.v0i0.5712","title":"TEACHING NETWORK TECHNOLOGIES THAT SUPPORT INDUSTRY 4.0","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Implementation; Computer science; Cloud computing; Big data; Industry 4.0; SCADA; Factory (object-oriented programming); Smart grid; Portfolio; Cyber-physical system; Manufacturing engineering; Software engineering; Engineering; Embedded system; Operating system; Business","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":[0.0015877,0.0005171223,0.0001462987,0.0007327641,0.001159066,0.002719377,0.00102121,0.0009888376,0.01970738],"category_scores_gemma":[0.003501091,0.0001914863,0.0002068615,0.0007366173,0.000935253,0.002848402,0.002115839,0.001473175,0.006167653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401283,"about_ca_system_score_gemma":0.004681353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716877,"about_ca_topic_score_gemma":0.007518963,"domain_scores_codex":[0.9988098,0.0003257723,0.00003342787,0.00009205836,0.0005996717,0.0001393365],"domain_scores_gemma":[0.9981688,0.0005056338,0.0001398936,0.0002370896,0.0003661806,0.0005824118],"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":[0.00003467995,0.0004097655,0.002349471,0.0003585409,0.000008774762,0.0001992607,0.003448188,0.003522709,0.005854809,0.1854791,0.1082165,0.6901183],"study_design_scores_gemma":[0.00001127005,0.00005862846,0.001161402,0.0003546836,0.000004879923,0.0002192904,0.001694879,0.002726499,0.003519177,0.05451034,0.9357275,0.00001155769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02564183,0.004552384,0.2338714,0.02526717,0.001717332,0.000319599,0.000143395,0.002478264,0.7060086],"genre_scores_gemma":[0.3686307,0.01880874,0.3135832,0.005401002,0.001412684,0.0005026493,0.0004731968,0.0007298563,0.2904579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01970738,"threshold_uncertainty_score":0.06592774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412032283315853,"score_gpt":0.2051723796809497,"score_spread":0.1910520568477912,"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."}}