{"id":"W1858234626","doi":"10.24908/pceea.v0i0.3727","title":"RE-DESIGNING THE LIBRARY FOR DESIGN ENGINEERING","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Curriculum; Engineering management; Engineering; Science and engineering; Queen (butterfly); Computer science; Engineering ethics; Pedagogy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047825,0.00009751433,0.00009302287,0.0001910507,0.000548725,0.0002571289,0.0006015613,0.0001033413,0.00009799701],"category_scores_gemma":[0.001626185,0.00007871014,0.00007912853,0.0006836961,0.00002967131,0.003822139,0.0000204017,0.0001319996,0.000008275826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004533017,"about_ca_system_score_gemma":0.001198016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326708,"about_ca_topic_score_gemma":0.0003303402,"domain_scores_codex":[0.9990029,0.000011836,0.0002526315,0.0001136494,0.0002839688,0.0003350629],"domain_scores_gemma":[0.9990426,0.000172495,0.0002748831,0.0000822072,0.0002543551,0.0001734519],"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":[0.000008412317,0.00004942276,0.04025083,0.0001607235,0.00008573905,3.909546e-8,0.1062885,0.001094933,0.0004554919,0.4869976,0.3626653,0.001943019],"study_design_scores_gemma":[0.0002184236,0.00003872318,0.05290126,0.0002011727,0.00004943321,6.878932e-7,0.01024451,0.007953137,0.007356003,0.002910405,0.9176548,0.0004715116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1947028,0.0008808298,0.01122196,0.2815099,0.0305002,0.01503183,0.0002499744,0.002800292,0.4631023],"genre_scores_gemma":[0.9644331,0.00001953494,0.02357138,0.002589888,0.0005722211,0.000189259,0.000007001567,0.00003736426,0.008580296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7697303,"threshold_uncertainty_score":0.5029009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093020880730387,"score_gpt":0.2150072717125524,"score_spread":0.1940770629052485,"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."}}