{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053951,0.0001176066,0.0001835651,0.0003384554,0.00006401478,0.00004112143,0.0001403233,0.0001011477,0.00002409783],"category_scores_gemma":[0.000762252,0.00009919815,0.00009924301,0.001101762,0.00000637216,0.0001161335,0.00001201543,0.00009109598,5.10899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112831,"about_ca_system_score_gemma":0.0003574319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000398985,"about_ca_topic_score_gemma":0.0004462015,"domain_scores_codex":[0.9990364,0.000009975247,0.000328302,0.0001489472,0.0003149469,0.0001614258],"domain_scores_gemma":[0.9988502,0.00007677194,0.0002585387,0.0001300001,0.0006092153,0.00007532954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002170518,0.00004476977,0.1972405,0.0006851332,0.001169861,7.372609e-9,0.003231605,0.7589207,0.01335075,0.007171001,0.01469741,0.003486078],"study_design_scores_gemma":[0.000111326,0.000006272433,0.4804595,0.00009234456,0.0005566411,0.000001336862,0.0001832292,0.508328,0.005372281,0.0001827145,0.004525374,0.0001810594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554294,0.0005619398,0.02376554,0.003749169,0.008267401,0.004601724,0.00006774614,0.000221133,0.003335889],"genre_scores_gemma":[0.9882648,0.000007752739,0.01084166,0.00004413432,0.00003509312,0.0001534251,0.00001971529,0.00002579401,0.0006076329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.283219,"threshold_uncertainty_score":0.4045183,"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."}}