{"id":"W1857226098","doi":"10.24908/pceea.v0i0.3746","title":"ENGINEERING IN ARCHITECTURE SCHOOLS: SOME PRINCIPLES AND CASES","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":"Dalhousie University","funders":"","keywords":"Bridge (graph theory); Architecture; Prime (order theory); Engineering; Engineering ethics; Engineering management; Mathematics education; Psychology; Medicine; Visual arts; 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":[0.004735396,0.0007579463,0.0003914441,0.002636956,0.009168752,0.007060582,0.001770149,0.007422205,0.003250811],"category_scores_gemma":[0.003529617,0.0006461327,0.0006987639,0.004087724,0.01334311,0.004778965,0.006321516,0.003874106,0.0008770482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006050409,"about_ca_system_score_gemma":0.003564539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085345,"about_ca_topic_score_gemma":0.02938888,"domain_scores_codex":[0.9944887,0.003364617,0.0002070598,0.000148896,0.00113693,0.0006537156],"domain_scores_gemma":[0.9978653,0.001281211,0.0001719037,0.000137012,0.0002127291,0.0003319584],"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":[0.00005954665,0.001030656,0.01185446,0.0003152562,0.000008803022,0.0191248,0.02627068,0.004478525,0.0006413977,0.8671461,0.01280903,0.05626071],"study_design_scores_gemma":[0.0001251575,0.0005548724,0.0107383,0.001018088,0.00002705229,0.01619829,0.08312173,0.00770366,0.001641985,0.3680935,0.5106661,0.0001113191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2668771,0.0161174,0.04301995,0.03666933,0.0003152722,0.000952712,0.0001170564,0.0001961304,0.635735],"genre_scores_gemma":[0.8744585,0.01526409,0.05148275,0.002829364,0.0001814539,0.0007588704,0.00006292771,0.00005677898,0.05490516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01085345,"threshold_uncertainty_score":0.043899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530642350754435,"score_gpt":0.1980424270247896,"score_spread":0.1827360035172452,"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."}}