{"id":"W2788851561","doi":"10.1007/s11367-018-1446-8","title":"LCA capability roadmap—product system model description and revision","year":2018,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth; Université de Sherbrooke","funders":"Directorate for Computer and Information Science and Engineering; U.S. Environmental Protection Agency","keywords":"Product (mathematics); Computer science; Systems engineering; Manufacturing engineering; Engineering; Mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.007846117,0.002616579,0.001097195,0.009229023,0.001125099,0.004690091,0.004579106,0.002392773,0.03238191],"category_scores_gemma":[0.02717875,0.001741081,0.00224708,0.007318287,0.0006877319,0.006215717,0.001990266,0.00349934,0.02041035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379737,"about_ca_system_score_gemma":0.01128627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05086514,"about_ca_topic_score_gemma":0.02583994,"domain_scores_codex":[0.9955257,0.001199201,0.0004304542,0.000310528,0.002232082,0.0003020993],"domain_scores_gemma":[0.9804286,0.003637145,0.0009631152,0.00358291,0.01106172,0.0003264709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004561482,0.000505892,0.004659454,0.002390832,0.0002203817,0.000641382,0.0006986066,0.239784,0.00643162,0.06513689,0.3867887,0.2922862],"study_design_scores_gemma":[0.0001873156,0.0002085221,0.004422877,0.001421336,0.000142926,0.0003665783,0.0004077466,0.1838795,0.00834778,0.03682631,0.7634988,0.0002903509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01841061,0.001175321,0.528784,0.004456185,0.0009528606,0.004488654,0.2687455,0.02915225,0.1438345],"genre_scores_gemma":[0.08503225,0.002024217,0.5304719,0.0008821766,0.0001420327,0.005989362,0.345108,0.006774473,0.02357555],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05086514,"threshold_uncertainty_score":0.1083283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708690493493174,"score_gpt":0.2937380151341882,"score_spread":0.2766511101992564,"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."}}