{"id":"W3036473795","doi":"10.24908/pceea.vi0.14125","title":"AN ONLINE RESOURCE HUB FOR ENGINEERING FACULTY: PROVIDING PRACTICAL INFORMATION AND SUPPORT FOR OUTCOMES-BASED EDUCATION","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Intranet; Resource (disambiguation); Process (computing); Knowledge management; Psychology; Engineering; Public relations; Engineering ethics; Computer science; Political science; The Internet; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006890072,0.000402057,0.0003271994,0.002193757,0.003291467,0.004839525,0.002108561,0.001722295,0.06517213],"category_scores_gemma":[0.0211385,0.0003728934,0.0002963502,0.002434577,0.001219823,0.00583267,0.006431478,0.001663043,0.02106943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379592,"about_ca_system_score_gemma":0.008429725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321893,"about_ca_topic_score_gemma":0.01219069,"domain_scores_codex":[0.9965629,0.001628308,0.0001341144,0.0002024958,0.000934479,0.0005376742],"domain_scores_gemma":[0.9728941,0.0100531,0.001042711,0.003883458,0.002860797,0.009265746],"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":[0.0001482382,0.001603152,0.004236199,0.0002322439,0.000009275866,0.001010059,0.006449033,0.0004160383,0.002571273,0.009719249,0.3581561,0.6154492],"study_design_scores_gemma":[0.0001535757,0.0005514805,0.01052055,0.0004719038,0.00001961248,0.0008123468,0.01216011,0.003131722,0.003143387,0.01108506,0.9578142,0.0001359532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1523105,0.0009107676,0.1456472,0.05270644,0.002661355,0.003384842,0.003772659,0.05093284,0.5876735],"genre_scores_gemma":[0.4326956,0.001962179,0.3416004,0.004764808,0.002040515,0.002080913,0.00576198,0.005016647,0.204077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9966781,"threshold_uncertainty_score":0.2180225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154220281661644,"score_gpt":0.2528640863849641,"score_spread":0.2374420582187997,"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."}}