{"id":"W3002973904","doi":"10.24908/pceea.vi0.13716","title":"ENHANCEMENT OF STUDENT LEARNING THROUGH SELF-REFLECTION","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Accreditation; Portfolio; Curriculum; Context (archaeology); Reflection (computer programming); Engineering education; Computer science; Mathematics education; Medical education; Engineering management; Pedagogy; Engineering ethics; Psychology; 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":[0.004675221,0.0005193791,0.0002712006,0.0007080059,0.0006444572,0.004654962,0.001185464,0.0009089499,0.004884182],"category_scores_gemma":[0.01011827,0.0001737385,0.0005054457,0.0003540647,0.001211342,0.00216871,0.00478506,0.001216325,0.002057795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468445,"about_ca_system_score_gemma":0.001687131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101182,"about_ca_topic_score_gemma":0.0003745936,"domain_scores_codex":[0.9949703,0.002929978,0.000159432,0.0003846485,0.001239647,0.0003161058],"domain_scores_gemma":[0.9926171,0.003250418,0.0005558812,0.001385071,0.001451266,0.0007401557],"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":[0.0001096301,0.001660303,0.008114771,0.0004640885,0.00004349482,0.000278673,0.04228143,0.001591982,0.01161114,0.02536511,0.01462145,0.893858],"study_design_scores_gemma":[0.0003428097,0.004635602,0.04256695,0.002238385,0.000206826,0.003330465,0.07105543,0.02644227,0.1122739,0.08401931,0.6525397,0.0003484198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4360079,0.00121019,0.2303928,0.008824486,0.000571629,0.0007883735,0.00009140618,0.003083146,0.3190302],"genre_scores_gemma":[0.8476858,0.001183377,0.09814221,0.0008996603,0.0001001302,0.0004099216,0.0001280728,0.000221793,0.05122907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884182,"threshold_uncertainty_score":0.02472526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046165428683006,"score_gpt":0.3139229609352823,"score_spread":0.3034613066484523,"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."}}