{"id":"W2137947009","doi":"10.24908/pceea.v0i0.3777","title":"THE IMPACT OF A UBIQUITOUS MOBILE COMPUTING ENVIRONMENT ON DESIGN ENGINEERING EDUCATION","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Laptop; Suite; Curriculum; Computer science; Component (thermodynamics); Engineering education; Key (lock); Mobile device; Engineering management; Ubiquitous computing; Software engineering; Multimedia; Engineering; Human–computer interaction; World Wide Web; Operating system","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":[0.001483924,0.0001544421,0.0001441488,0.0004327841,0.0006120802,0.001688139,0.0002331919,0.0003238064,0.003410281],"category_scores_gemma":[0.004502935,0.0001103934,0.0001773505,0.0003229069,0.0005973593,0.0007356902,0.002090533,0.0003571729,0.0002986971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006870175,"about_ca_system_score_gemma":0.001357849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125866,"about_ca_topic_score_gemma":0.003101837,"domain_scores_codex":[0.9984483,0.0008402121,0.00003131084,0.00009213147,0.0004114773,0.0001766353],"domain_scores_gemma":[0.9973083,0.001500504,0.0001255252,0.0001477048,0.0002451587,0.0006728636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005674944,0.002343672,0.04499068,0.0005363172,0.00005070932,0.0009488403,0.007785727,0.004303565,0.02619254,0.01488694,0.003272112,0.8941213],"study_design_scores_gemma":[0.0004569855,0.02084026,0.5601476,0.001353677,0.000358611,0.00424182,0.04368634,0.02372321,0.0553102,0.02268755,0.2669863,0.0002074479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936986,0.001049616,0.007500728,0.001351093,0.00007098411,0.00005827373,0.00002538777,0.00008326186,0.05287471],"genre_scores_gemma":[0.9920279,0.000453806,0.005680126,0.000113263,0.0000170452,0.00001807804,0.00000863471,0.00000761179,0.001673609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.999313,"threshold_uncertainty_score":0.01140851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007064895858963615,"score_gpt":0.2015511958822319,"score_spread":0.1944863000232683,"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."}}