{"id":"W2953439837","doi":"10.29173/mocs126","title":"Consequences of the BC Energy Step Code on Offsite Construction","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sustainability; Efficient energy use; Building code; Building envelope; Architectural engineering; Construction industry; Norm (philosophy); Civil engineering; Engineering; Environmental economics; Construction engineering; Geography; Political science; Economics; Meteorology","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":[0.002332375,0.0003969186,0.0002250438,0.001430686,0.007194046,0.005374391,0.001262546,0.001597914,0.01045814],"category_scores_gemma":[0.007926295,0.0003118537,0.000447796,0.002175135,0.003262552,0.0009282738,0.003625364,0.002999198,0.001096609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04468314,"about_ca_system_score_gemma":0.05828339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9299076,"about_ca_topic_score_gemma":0.9684904,"domain_scores_codex":[0.9887553,0.0005643175,0.0001485623,0.0004039859,0.008121729,0.002006086],"domain_scores_gemma":[0.9918875,0.0007315919,0.0003283219,0.0003915747,0.005616352,0.00104455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004774203,0.0004663063,0.08750699,0.0002820877,0.00004316477,0.004581634,0.01178771,0.01127307,0.00925144,0.3535197,0.2427429,0.2780676],"study_design_scores_gemma":[0.00003134289,0.000113703,0.1354231,0.000518693,0.00003382251,0.0007626133,0.02231754,0.004370277,0.006277892,0.01039412,0.8195842,0.0001728946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3462993,0.001030912,0.005087543,0.01961803,0.0009948134,0.0001711339,0.001471007,0.0003942941,0.6249329],"genre_scores_gemma":[0.8310282,0.00104362,0.003788878,0.00693123,0.00005622083,0.00007671853,0.001012772,0.0002715378,0.1557908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07009244,"threshold_uncertainty_score":0.3242004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005395932876814841,"score_gpt":0.1748419891560745,"score_spread":0.1694460562792597,"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."}}