{"id":"W3002218431","doi":"10.24908/pceea.vi0.13834","title":"DISCRETIZATION AND ANALYSIS OF THE EVALUATION METHOD FOR DESIGN REPORTS","year":2019,"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":"University of Ottawa","funders":"","keywords":"Rubric; Discretization; Viewpoints; Computer science; Coding (social sciences); Statistics; Mathematics education; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05190163,0.0009479907,0.0009558472,0.004962777,0.0011753,0.004693687,0.002115574,0.001193898,0.004715906],"category_scores_gemma":[0.252097,0.0007738501,0.001267379,0.003676788,0.001917376,0.002667038,0.002188526,0.00234618,0.001099472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003766616,"about_ca_system_score_gemma":0.003813538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836947,"about_ca_topic_score_gemma":0.001634632,"domain_scores_codex":[0.9020964,0.05086504,0.009444029,0.004537838,0.03176239,0.001294351],"domain_scores_gemma":[0.7012425,0.2065435,0.01415372,0.0308579,0.04616652,0.001035756],"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":[0.0005389374,0.0003592947,0.01043019,0.001775485,0.0001392149,0.0002445214,0.00552969,0.04104904,0.01822061,0.09748387,0.005408211,0.818821],"study_design_scores_gemma":[0.0002798202,0.001157346,0.01596416,0.001531302,0.0001424563,0.000796485,0.003319477,0.7365655,0.04377117,0.1329067,0.06326504,0.0003005886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01015961,0.0001262829,0.9855044,0.0001406633,0.00005566804,0.0006909709,0.0001544118,0.0006376455,0.002530355],"genre_scores_gemma":[0.08621389,0.0000847569,0.9101793,0.00004598136,0.00002521476,0.001689306,0.0003057938,0.0002665605,0.001189335],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05190163,"threshold_uncertainty_score":0.2744854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007358016734404133,"score_gpt":0.2343738514975765,"score_spread":0.2270158347631724,"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."}}