{"id":"W1909596616","doi":"10.24908/pceea.v0i0.3945","title":"EXPERIENCES AND PROPOSALS FOR INTERDISCIPLINARY ENGINEERING DESIGN COURSES","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Engineering ethics; Course (navigation); Computer science; Mathematics education; Engineering management; Scheduling (production processes); Management science; Engineering; Psychology; Civil engineering; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004458521,0.0001531009,0.0001422843,0.0002315747,0.0001282674,0.00008498225,0.000214284,0.0001128959,0.00003256385],"category_scores_gemma":[0.0006461377,0.0001517895,0.00004855291,0.000272661,0.00001600149,0.0003917284,0.0000203243,0.0001385402,0.000003302808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000589871,"about_ca_system_score_gemma":0.0002763764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299546,"about_ca_topic_score_gemma":0.0001713693,"domain_scores_codex":[0.9992049,0.000004732506,0.0002363619,0.0001454342,0.0001437621,0.0002647491],"domain_scores_gemma":[0.9992288,0.0001069557,0.0001266971,0.00007515989,0.0002844555,0.0001779713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009121335,0.0006522299,0.05300055,0.005517555,0.001545982,7.179204e-7,0.3808159,0.01542084,0.0545096,0.07278266,0.3893327,0.02633008],"study_design_scores_gemma":[0.001856315,0.00044713,0.1903427,0.001751981,0.0008040677,0.0001070588,0.06619839,0.3196838,0.2267719,0.004167619,0.1836578,0.004211125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397691,0.001775809,0.01523549,0.005052912,0.01542884,0.004242764,0.0000625255,0.001086347,0.0173462],"genre_scores_gemma":[0.9883698,0.00001353827,0.0104676,0.00005743126,0.0001329293,0.0003551478,0.000002342071,0.00004188474,0.0005593863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146175,"threshold_uncertainty_score":0.6189796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869960867440213,"score_gpt":0.2357264264206106,"score_spread":0.2170268177462085,"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."}}