{"id":"W7065003310","doi":"","title":"Changing the Way We Build: Architects and Engineers Get Together","year":2009,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics); Stakeholder; Sustainable development; Ecological footprint; Construct (python library); Sustainable design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03010616,0.002748358,0.001559073,0.004597022,0.03928769,0.03357426,0.003113737,0.01786262,0.0196279],"category_scores_gemma":[0.05197867,0.002888869,0.001237101,0.00285618,0.03130295,0.03582003,0.04663127,0.02343316,0.008707297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00749171,"about_ca_system_score_gemma":0.0160854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772269,"about_ca_topic_score_gemma":0.02132633,"domain_scores_codex":[0.9434158,0.02922178,0.001985074,0.003399936,0.01253084,0.009446509],"domain_scores_gemma":[0.9432356,0.01152064,0.002646788,0.003186055,0.01004685,0.02936411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005195309,0.0002535963,0.00565599,0.0003898058,0.00007672855,0.00157348,0.5186825,0.0003192427,0.001311349,0.02655836,0.3468967,0.09823041],"study_design_scores_gemma":[0.00001989184,0.0001033873,0.001079808,0.0005542435,0.00003322773,0.0007414671,0.2681707,0.000119138,0.0002408292,0.01625684,0.7126032,0.00007741469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07038242,0.03677988,0.03106775,0.6316772,0.03227466,0.0003499333,0.000119965,0.002072943,0.1952754],"genre_scores_gemma":[0.5470282,0.02477318,0.03938893,0.2440764,0.006919418,0.0007286186,0.0003466218,0.002310433,0.1344281],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03928769,"threshold_uncertainty_score":0.1592185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00593543109623391,"score_gpt":0.1610673381757206,"score_spread":0.1551319070794867,"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."}}