{"id":"W2604796543","doi":"10.24908/pceea.v0i0.6472","title":"DESIGN AND DEVELOPMENT OF AN INTERDISCIPLINARY GRADUATE PROGRAM IN ENGINEERING PRACTICE","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Strong; McMaster University","keywords":"Studio; Context (archaeology); Plan (archaeology); Relevance (law); Stakeholder; Work (physics); Empathy; Design studio; Sociology; Engineering ethics; Pedagogy; Engineering; Psychology; Public relations; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008629524,0.0006926572,0.0005083604,0.00135051,0.003357756,0.004745143,0.00284659,0.001721268,0.02711259],"category_scores_gemma":[0.008599378,0.0006075299,0.0006637059,0.0007824502,0.002815791,0.002184494,0.008213903,0.002646129,0.006313416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675342,"about_ca_system_score_gemma":0.01128573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000829626,"about_ca_topic_score_gemma":0.002419369,"domain_scores_codex":[0.9923831,0.003930813,0.0002055708,0.00120007,0.001148691,0.001131772],"domain_scores_gemma":[0.9938544,0.0009061923,0.0001785171,0.0006760284,0.001235395,0.003149473],"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":[0.0006548712,0.01944792,0.009735054,0.00128768,0.00003954647,0.0007826111,0.05548397,0.003257234,0.008291238,0.05685884,0.08216687,0.7619942],"study_design_scores_gemma":[0.0007564235,0.008159712,0.01334221,0.0008234377,0.00004075642,0.0005022518,0.06892157,0.004114367,0.006163527,0.02339117,0.8737046,0.00008005169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4154036,0.0009832556,0.2518935,0.01372213,0.00298676,0.03371215,0.0009504796,0.00219023,0.278158],"genre_scores_gemma":[0.4208073,0.0009540169,0.3777127,0.003618484,0.0002430462,0.03500843,0.001133485,0.000340251,0.1601823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02711259,"threshold_uncertainty_score":0.09070057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709872757031756,"score_gpt":0.303055526856671,"score_spread":0.2759567992863535,"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."}}