{"id":"W3036743324","doi":"10.24908/pceea.vi0.14148","title":"CONTINUING EDUCATION & PROFESSIONAL DEVELOPMENT AT GÉNIE UOTTAWA ENGINEERING","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Professional development; Continuing professional development; Political science; Revenue; Management; Library science; Business administration; Sociology; Business; Pedagogy; Computer science; Economics","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":[0.002862256,0.0003634239,0.0001957189,0.0009456988,0.008677836,0.0056685,0.001718833,0.001405127,0.02311881],"category_scores_gemma":[0.004567148,0.000590153,0.0003789739,0.0009330648,0.003326025,0.001172595,0.005379756,0.00158083,0.003804145],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02686782,"about_ca_system_score_gemma":0.08720257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4566452,"about_ca_topic_score_gemma":0.7784799,"domain_scores_codex":[0.9952237,0.001131432,0.0002083492,0.0006168017,0.001371864,0.001447916],"domain_scores_gemma":[0.9906664,0.0008264702,0.0004591249,0.0003910137,0.002516203,0.005140757],"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":[0.0005278613,0.0009321061,0.04340043,0.0009473058,0.00004720687,0.002989855,0.09239031,0.002007632,0.01559948,0.02675583,0.1000479,0.7143542],"study_design_scores_gemma":[0.00002799415,0.0004001691,0.02799973,0.0002902021,0.00001746536,0.0005529704,0.02429309,0.0005876573,0.005299047,0.0007443375,0.9396917,0.00009567222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4512959,0.007616719,0.02293053,0.03308721,0.001254945,0.00187382,0.0006716851,0.001034302,0.4802349],"genre_scores_gemma":[0.5570269,0.002697933,0.02844299,0.002258721,0.00004950256,0.0004435207,0.000257615,0.000149804,0.408673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9731322,"threshold_uncertainty_score":0.9079744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176141804369984,"score_gpt":0.2643711393898729,"score_spread":0.252609721346173,"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."}}