{"id":"W7075579724","doi":"","title":"A probabilistic approach for estimating environmental impacts over the life cycle of buildings","year":2010,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Probabilistic logic; Nuclear decommissioning; Life-cycle assessment; Environmental impact assessment; Component (thermodynamics); Work (physics); Uncertainty analysis; Variable (mathematics); Environmental data","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":[0.003303339,0.001368773,0.0008732665,0.002881013,0.0007214617,0.002318994,0.00223975,0.00122444,0.002384417],"category_scores_gemma":[0.01075644,0.001222562,0.002217406,0.002452083,0.001109245,0.002222182,0.00152675,0.001494403,0.0003920827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668329,"about_ca_system_score_gemma":0.001642363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572991,"about_ca_topic_score_gemma":0.0132846,"domain_scores_codex":[0.9982028,0.0007468279,0.00009833138,0.0003221684,0.0005047939,0.0001251542],"domain_scores_gemma":[0.9952338,0.003717046,0.0004388581,0.0002208772,0.0003247994,0.00006456782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008338894,0.00001107471,0.001219175,0.00004195097,0.00004799668,0.00003151781,0.00002849595,0.9686033,0.0002316105,0.01951542,0.0002101066,0.01005093],"study_design_scores_gemma":[0.000002735031,0.00002385911,0.0006601762,0.00001957804,0.00002774822,0.00004709745,0.00002493353,0.975601,0.000137438,0.02225451,0.001180437,0.00002045489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006715054,0.0004083572,0.9907252,0.0001068366,0.000016665,0.00004620112,0.0002408336,0.0001150495,0.001625721],"genre_scores_gemma":[0.5611354,0.00383976,0.4268355,0.0001440339,0.0002447642,0.0007327443,0.001444088,0.0001534002,0.005470332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01572991,"threshold_uncertainty_score":0.0312767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003840834591487232,"score_gpt":0.1679857349768248,"score_spread":0.1641449003853376,"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."}}