{"id":"W2885086340","doi":"10.24908/pceea.v0i0.9558","title":"Teaching Engineering Conferences","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Bachelor; Curriculum; Attendance; Session (web analytics); Engineering education; Engineering ethics; Engineering; Engineering management; Computer science; Mathematics education; Pedagogy; Sociology; Psychology; Political science; World Wide Web; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000383323,0.0002213705,0.0001830514,0.0003694911,0.0001702246,0.0001220629,0.0003929925,0.0001620692,0.00007210574],"category_scores_gemma":[0.0005166041,0.0002226728,0.00007782886,0.0005018977,0.00001778472,0.000225243,0.00002288232,0.0003504969,0.00003979402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787476,"about_ca_system_score_gemma":0.0005085277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165363,"about_ca_topic_score_gemma":0.001659078,"domain_scores_codex":[0.9987496,0.00000365701,0.0003348935,0.0001783039,0.000318961,0.0004146341],"domain_scores_gemma":[0.9990348,0.00003534613,0.0001181973,0.0001219161,0.0004391159,0.0002505885],"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":[0.000004257912,0.0002441187,0.1177234,0.002283552,0.0009270253,3.535962e-7,0.01441934,0.02365016,0.04648483,0.1946294,0.5872988,0.01233478],"study_design_scores_gemma":[0.0003012118,0.00003349377,0.1651041,0.0006080384,0.00008160898,0.00001400644,0.0006459944,0.05864578,0.01966507,0.000202797,0.7536217,0.00107621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956107,0.0002727909,0.000402711,0.004100418,0.01593096,0.0008048346,0.00003392903,0.001311092,0.08153259],"genre_scores_gemma":[0.9945368,0.000008388578,0.002410799,0.0001282944,0.0005132276,0.00006288128,0.000006546989,0.00005368153,0.002279397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944266,"threshold_uncertainty_score":0.9080331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004203536881646179,"score_gpt":0.1890030121814758,"score_spread":0.1847994752998296,"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."}}