{"id":"W2901490553","doi":"10.1007/s11367-018-1559-0","title":"Regionalization in LCA: current status in concepts, software and databases—69th LCA forum, Swiss Federal Institute of Technology, Zurich, 13 September, 2018","year":2018,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Database; Current (fluid); Engineering; Computer science; Electrical engineering","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":[0.02266642,0.0008182981,0.001128659,0.006520176,0.0008142968,0.008276524,0.002683829,0.001862439,0.009594909],"category_scores_gemma":[0.01700678,0.000563804,0.00100284,0.01126697,0.002571576,0.01234098,0.004435641,0.00208553,0.003048546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354829,"about_ca_system_score_gemma":0.005115377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405953,"about_ca_topic_score_gemma":0.007013907,"domain_scores_codex":[0.9936152,0.002151154,0.0006590951,0.000744878,0.002440342,0.0003893782],"domain_scores_gemma":[0.985076,0.006485678,0.001014868,0.002580116,0.004121369,0.0007220387],"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":[0.0001148866,0.00009614967,0.004405425,0.001001681,0.00007741782,0.00005771553,0.0008039392,0.01059602,0.002290314,0.09880131,0.0998766,0.7818786],"study_design_scores_gemma":[0.0000211519,0.00006350155,0.004264724,0.001363686,0.00007955558,0.0001799912,0.0008126064,0.01479798,0.004131875,0.05493667,0.9192753,0.00007294054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02461187,0.2707783,0.5266228,0.08126838,0.005360498,0.0003298416,0.005306321,0.01179826,0.07392368],"genre_scores_gemma":[0.283723,0.2771514,0.3629627,0.006233894,0.008382433,0.0006075186,0.01967447,0.00664091,0.03462375],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02266642,"threshold_uncertainty_score":0.1198729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799493902841951,"score_gpt":0.3415717204143907,"score_spread":0.3235767813859712,"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."}}