{"id":"W2887918254","doi":"10.24908/pceea.v0i0.10365","title":"Self Evaluation: Building Student Self-awareness and Competence","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Competence (human resources); Rubric; Psychology; Consciousness; Perception; Mathematics education; Medical education; Pedagogy; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005938465,0.0001871001,0.000159546,0.0002639493,0.0002126492,0.0001321661,0.0002809895,0.0001209462,0.00003369184],"category_scores_gemma":[0.0001854428,0.0001931442,0.00004162768,0.000589235,0.00001490184,0.0002100051,0.0000293906,0.0001730328,0.00001071485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783383,"about_ca_system_score_gemma":0.0006416112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003713168,"about_ca_topic_score_gemma":0.0007584062,"domain_scores_codex":[0.9987367,0.00000641237,0.0002925336,0.000196549,0.0004590817,0.0003087338],"domain_scores_gemma":[0.9986442,0.00003180524,0.0001238915,0.0001112957,0.0008670749,0.000221737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003350997,0.000498431,0.7713445,0.003040508,0.001394951,2.76625e-7,0.04167422,0.01517172,0.01143216,0.05355539,0.09404272,0.007841795],"study_design_scores_gemma":[0.0004043525,0.00002603228,0.8041731,0.0003372361,0.0001739382,0.00001369117,0.0008499643,0.09924308,0.006357526,0.0001663975,0.08753444,0.0007202306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889601,0.0003227247,0.0000642101,0.0009524209,0.004029546,0.0005370655,0.000006591751,0.0004407605,0.004686521],"genre_scores_gemma":[0.9924731,0.00003471252,0.006784162,0.00008834585,0.0003052334,0.000117234,0.000003902725,0.00003828543,0.0001550773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08407136,"threshold_uncertainty_score":0.7876194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005153185599401978,"score_gpt":0.2277739828230896,"score_spread":0.2226207972236877,"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."}}