{"id":"W1759497728","doi":"10.24908/pceea.v0i0.3917","title":"DESIGN PROGRAMS AT THE SIMON FRASER UNIVERSITY SCHOOL OF INTERACTIVE ARTS AND TECHNOLOGY","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"The arts; Graduate students; Mathematics education; Psychology; Medical education; Pedagogy; Medicine; Visual arts; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364999,0.00007713733,0.00008902938,0.0001497431,0.0002265862,0.00002388132,0.0001911717,0.0001083228,0.0001067261],"category_scores_gemma":[0.0002377582,0.00005937365,0.00002783242,0.0001091078,0.0001007442,0.0001527695,0.00003462943,0.0001609774,0.000004796203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005243613,"about_ca_system_score_gemma":0.0001330913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004318785,"about_ca_topic_score_gemma":0.05564377,"domain_scores_codex":[0.9995815,0.000004031582,0.0001015163,0.0000980253,0.00008178189,0.0001332161],"domain_scores_gemma":[0.9992288,0.00001650898,0.0002179422,0.00006437708,0.0004209394,0.0000514722],"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":[0.0000465478,0.0003377715,0.3100578,0.0003034866,0.0007585433,4.857176e-7,0.09427845,0.00003530031,0.002346496,0.3265122,0.2577713,0.007551568],"study_design_scores_gemma":[0.0005058204,0.0001750269,0.03605831,0.0003113596,0.0002804595,0.00000226246,0.1121261,0.0003143011,0.01924387,0.00573864,0.8247216,0.0005222696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956994,0.0002256765,0.00001408467,0.007823794,0.0007384456,0.0008352982,0.00003112301,0.0001606065,0.03317695],"genre_scores_gemma":[0.9933249,0.00001002096,0.000183106,0.00005592658,0.00004250926,0.00001107156,0.000002517112,0.000009030015,0.006360955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669503,"threshold_uncertainty_score":0.9615883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392972370283448,"score_gpt":0.1784944792446256,"score_spread":0.1645647555417911,"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."}}