{"id":"W2106122669","doi":"10.24908/pceea.v0i0.3629","title":"A WORKSHOP ON LEARNING OBJECTIVES FOR ENGINEERING FACULTY MEMBERS","year":2011,"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 Toronto","funders":"","keywords":"Accreditation; Process (computing); Engineering education; Engineering management; Computer science; Medical education; Engineering ethics; Engineering; 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":[0.0280299,0.001793467,0.0007031263,0.00129276,0.005402061,0.0071714,0.003785835,0.004382147,0.01452741],"category_scores_gemma":[0.02969751,0.0008917978,0.001359075,0.0004857699,0.002377111,0.004139118,0.01270897,0.009444039,0.005032039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00590334,"about_ca_system_score_gemma":0.01186756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733771,"about_ca_topic_score_gemma":0.003642012,"domain_scores_codex":[0.9902881,0.005270245,0.0004925327,0.0007305265,0.001818611,0.001399962],"domain_scores_gemma":[0.9699893,0.006942004,0.0009019999,0.0009842082,0.007044926,0.01413747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001105536,0.004486713,0.0026333,0.001242931,0.00004754264,0.003215238,0.06728987,0.00475959,0.02531977,0.03511652,0.4504365,0.4043465],"study_design_scores_gemma":[0.0001741972,0.001486344,0.00314369,0.001092095,0.00001982417,0.0007247058,0.03180929,0.002136365,0.008711262,0.01440649,0.9360494,0.0002462464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2429823,0.003802515,0.331822,0.1379296,0.04734772,0.02054456,0.001546699,0.004014126,0.2100105],"genre_scores_gemma":[0.4625925,0.003683279,0.2421128,0.01471751,0.007004637,0.01203432,0.002267538,0.001148714,0.2544387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0280299,"threshold_uncertainty_score":0.1482381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189192564580341,"score_gpt":0.2091804909603793,"score_spread":0.1972885653145759,"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."}}