{"id":"W2995697796","doi":"10.1007/s11367-019-01718-3","title":"Sensitivity to weighting in life cycle impact assessment (LCIA)","year":2019,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Weighting; Normalization (sociology); Mathematics; A-weighting; Statistics; Life-cycle assessment; Econometrics; Computer science; Economics; Medicine","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":[0.02548487,0.001228142,0.001421937,0.003250313,0.0005780733,0.002032117,0.001046715,0.001355245,0.001696394],"category_scores_gemma":[0.09838855,0.0009119696,0.001564501,0.0031208,0.001401436,0.00315378,0.002680163,0.001465513,0.0002211067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205956,"about_ca_system_score_gemma":0.0009855072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004633772,"about_ca_topic_score_gemma":0.003005801,"domain_scores_codex":[0.9828509,0.01282416,0.000601685,0.0009054946,0.002426479,0.0003912791],"domain_scores_gemma":[0.9396386,0.05170574,0.002133496,0.003784745,0.002481092,0.0002562162],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004321813,0.0001541873,0.0109885,0.0006670986,0.0009309765,0.000124405,0.0002311079,0.7394056,0.005211417,0.05055464,0.001972246,0.1893276],"study_design_scores_gemma":[0.00003154991,0.0001419856,0.003106956,0.00009121732,0.000218738,0.0001046546,0.00006246971,0.8864119,0.003900856,0.1034723,0.002402305,0.00005515921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08110289,0.001812602,0.9100744,0.0004712597,0.0001630775,0.0002813752,0.0003469639,0.0004035825,0.005343923],"genre_scores_gemma":[0.8436211,0.0006906843,0.1532602,0.0003207019,0.00008676877,0.0002951679,0.0003649202,0.0001823245,0.001178068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9745151,"threshold_uncertainty_score":0.1347785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009428333274617822,"score_gpt":0.3225505395291551,"score_spread":0.3131222062545372,"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."}}