{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002072942,0.001115156,0.0004804868,0.003113443,0.002710251,0.00683211,0.002211587,0.00197388,0.4379079],"category_scores_gemma":[0.003952279,0.0003559696,0.0006870247,0.002020977,0.0006724272,0.002619973,0.004350171,0.00284193,0.2297402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589162,"about_ca_system_score_gemma":0.004143713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009089893,"about_ca_topic_score_gemma":0.002798005,"domain_scores_codex":[0.997668,0.0003640512,0.0001214713,0.0003674316,0.001046142,0.0004329454],"domain_scores_gemma":[0.9941897,0.0003441351,0.0002861512,0.0003659478,0.001749905,0.003064202],"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":[0.00008720037,0.0002754663,0.000645609,0.0003259281,0.000009907805,0.0001421756,0.00025656,0.0002419028,0.001961752,0.01101194,0.770768,0.2142736],"study_design_scores_gemma":[0.000007279074,0.00002806988,0.0004664893,0.00008106408,0.000001942695,0.0001049659,0.0001365997,0.00004425649,0.0004393433,0.001358942,0.9973261,0.00000482385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00530452,0.008529133,0.006749908,0.01791887,0.03996114,0.0003963764,0.001434024,0.001684323,0.9180217],"genre_scores_gemma":[0.02739506,0.005072626,0.00414252,0.004127364,0.01084524,0.0001619917,0.00195174,0.0005969327,0.9457065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4379079,"threshold_uncertainty_score":0.8017561,"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."}}