{"id":"W2150472479","doi":"10.24908/pceea.v0i0.4033","title":"THREE-PHASED SUSTAINABLE DESIGN AND DEVELOPMENT PROJECT AT UNIVERSITÉ DE MONCTON","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"General partnership; Scope (computer science); Modernization theory; Sustainable development; Environmental planning; Sustainable design; Sustainability; Political science; Geography; Computer science; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.004785256,0.0008412436,0.0004075735,0.001123943,0.003258599,0.002398349,0.001812642,0.001064154,0.02521509],"category_scores_gemma":[0.002745548,0.0005642142,0.0007350984,0.0007762956,0.001476184,0.0006693176,0.00408232,0.001306192,0.002386772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01527247,"about_ca_system_score_gemma":0.04561377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1871908,"about_ca_topic_score_gemma":0.4663638,"domain_scores_codex":[0.9964657,0.001108755,0.00004453427,0.0003345139,0.001261934,0.0007846349],"domain_scores_gemma":[0.9959169,0.000263244,0.0000973807,0.0002778421,0.0006612359,0.002783355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004017507,0.00437212,0.02928188,0.0007935293,0.0002001533,0.002189156,0.01938535,0.0135774,0.05136345,0.09703268,0.2620206,0.5157662],"study_design_scores_gemma":[0.0002458775,0.00108545,0.05023076,0.0001136073,0.0000305017,0.0004476694,0.003184539,0.004494627,0.0151193,0.003418865,0.9215356,0.00009324444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4933974,0.005015112,0.06859481,0.0222586,0.00135161,0.003095549,0.01264261,0.003766387,0.3898779],"genre_scores_gemma":[0.4980978,0.0008587054,0.09059214,0.001475246,0.00004347686,0.001628256,0.003939074,0.0006649643,0.4027003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1871908,"threshold_uncertainty_score":0.3722024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087599036070577,"score_gpt":0.170120745956883,"score_spread":0.1592447555961772,"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."}}