{"id":"W2105997912","doi":"10.24908/pceea.v0i0.3982","title":"LE BÂTIMENT COMME LIEW D'INNOVATION TRANSDISCIPLINAIRE","year":2011,"lang":"fr","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","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":[0.0113879,0.0009984276,0.0008594372,0.002627727,0.005459466,0.01390175,0.002167296,0.004802892,0.009020484],"category_scores_gemma":[0.009701236,0.0006859687,0.001001913,0.00199774,0.03483126,0.01510665,0.01138729,0.005237186,0.002161475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006343293,"about_ca_system_score_gemma":0.01042926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006433962,"about_ca_topic_score_gemma":0.005435137,"domain_scores_codex":[0.9856265,0.007209415,0.000495367,0.001891686,0.003850641,0.0009263515],"domain_scores_gemma":[0.9914691,0.0032727,0.0007614968,0.001939832,0.001515488,0.001041376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001568792,0.00001549934,0.0002715034,0.0001367026,0.00001293285,0.0001022094,0.01445229,0.0004478296,0.0006618654,0.9686923,0.0008718512,0.01431941],"study_design_scores_gemma":[0.00003204518,0.000119202,0.0007060713,0.0006060769,0.00002704774,0.0003914047,0.01310826,0.001774373,0.001374925,0.6875058,0.2943009,0.00005389423],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04091051,0.006434846,0.3907048,0.02560965,0.0007787955,0.0003699305,0.00005845922,0.0004307957,0.5347022],"genre_scores_gemma":[0.7843642,0.004572575,0.1171859,0.001984002,0.0002606463,0.0008749467,0.00008009563,0.0002058473,0.0904717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01390175,"threshold_uncertainty_score":0.06022567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810221428889223,"score_gpt":0.227124834953279,"score_spread":0.1990226206643867,"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."}}