{"id":"W3110067467","doi":"10.1088/1755-1315/588/2/022008","title":"Implications of using systematic decomposition structures to organize building LCA information: A comparative analysis of national standards and guidelines- IEA EBC ANNEX 72","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"Bundesamt für Energie; Bundesministerium für Verkehr, Innovation und Technologie; Österreichische Forschungsförderungsgesellschaft; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Life-cycle assessment; Context (archaeology); Decomposition; Transparency (behavior); Computer science; Reliability (semiconductor); Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1897062,0.0005697968,0.001119511,0.02007317,0.002562376,0.006695074,0.002451613,0.00151329,0.001525991],"category_scores_gemma":[0.2601526,0.0007574762,0.001886648,0.02738099,0.003876932,0.004952658,0.004186307,0.001911753,0.000263007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02178802,"about_ca_system_score_gemma":0.03196566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04431326,"about_ca_topic_score_gemma":0.04617338,"domain_scores_codex":[0.777765,0.1205829,0.02517702,0.0059901,0.06609403,0.004391031],"domain_scores_gemma":[0.5772872,0.1960733,0.02550252,0.02550944,0.1732451,0.002382471],"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":[0.001588066,0.001577407,0.2792975,0.008699391,0.001159,0.0007035893,0.05201622,0.0243042,0.009428191,0.1346757,0.009939733,0.476611],"study_design_scores_gemma":[0.0003032807,0.003033151,0.6516315,0.01604349,0.001536326,0.0005133857,0.1600454,0.02067482,0.01858697,0.02521972,0.1018685,0.0005435217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589924,0.005556249,0.04245164,0.003495642,0.0002308127,0.004492789,0.003064494,0.0002281171,0.08148792],"genre_scores_gemma":[0.9205163,0.001442623,0.07045368,0.0005224627,0.00001946144,0.002793885,0.003027793,0.0001034029,0.001120507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897062,"threshold_uncertainty_score":0.9992365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692225813315801,"score_gpt":0.2950317499794887,"score_spread":0.2681094918463306,"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."}}