{"id":"W2118029132","doi":"10.24908/pceea.v0i0.3828","title":"INTRODUCING THE CANADIAN DESIGN RESEARCH NETWORK","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Architecture; Key (lock); Engineering design process; Process (computing); Research design; Engineering management; Engineering ethics; Computer science; Engineering; Knowledge management; Sociology; Social science; Geography","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05313466,0.001020341,0.0009252086,0.01168349,0.02948137,0.02827254,0.006629321,0.006532896,0.03969429],"category_scores_gemma":[0.06847073,0.001275143,0.001142636,0.01486259,0.012713,0.009822452,0.01434635,0.007313768,0.008541831],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1881827,"about_ca_system_score_gemma":0.4031681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9413494,"about_ca_topic_score_gemma":0.9658452,"domain_scores_codex":[0.9336559,0.02244535,0.002299539,0.004153204,0.0300205,0.007425456],"domain_scores_gemma":[0.8817097,0.01747375,0.001613383,0.006987346,0.07124117,0.0209747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002448444,0.00002189824,0.0008810202,0.0001582585,0.000009313919,0.0001803863,0.001985513,0.0006973203,0.000127607,0.4661528,0.4603386,0.0694228],"study_design_scores_gemma":[0.000004899801,0.000002820097,0.0003146688,0.0001785356,0.00000344655,0.00002217503,0.0009477983,0.0001963645,0.00003121448,0.01433949,0.9839386,0.0000199868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002064975,0.01063812,0.03635722,0.2391797,0.006619496,0.0008988954,0.002065653,0.001274734,0.7009013],"genre_scores_gemma":[0.09886193,0.0284646,0.1879579,0.0449644,0.002094196,0.002792942,0.004505329,0.001889121,0.6284695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9717274,"threshold_uncertainty_score":0.941593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299345919549581,"score_gpt":0.2486350319918079,"score_spread":0.2056415727963121,"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."}}