{"id":"W7042586869","doi":"","title":"OVERVIEW ON LCA: CHALLENGES AND OPPORTUNITIES FOR THE REFRACTORY INDUSTRY","year":2023,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"RHI Magnesita (Canada)","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Resource depletion; Resource (disambiguation); Order (exchange); Circular economy; Consumption (sociology); Production (economics); Life-cycle assessment; Resource efficiency","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":[0.003653389,0.001670431,0.001835503,0.009770959,0.0009791837,0.006057895,0.001711584,0.002995415,0.007993702],"category_scores_gemma":[0.002721715,0.0007928658,0.001088792,0.01488991,0.002300417,0.006644322,0.001995909,0.003934923,0.005623782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059807,"about_ca_system_score_gemma":0.003346116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009271569,"about_ca_topic_score_gemma":0.009466847,"domain_scores_codex":[0.9978441,0.0004544712,0.0001620353,0.0002102603,0.001187753,0.0001414281],"domain_scores_gemma":[0.9971757,0.001393655,0.0001476301,0.0002020501,0.0009382433,0.0001426477],"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":[0.00004580103,0.0001171146,0.0003367937,0.006037298,0.00007651855,0.0002583316,0.0004692392,0.00759911,0.001413526,0.121832,0.1406792,0.7211351],"study_design_scores_gemma":[0.000001854721,0.00002444787,0.0002269598,0.002130919,0.00001117142,0.0001116821,0.0001146117,0.0003532017,0.0002115219,0.01992721,0.9768665,0.00001993764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006533395,0.9138456,0.01427477,0.01327921,0.001803523,0.00006053539,0.0002826659,0.000299032,0.05550129],"genre_scores_gemma":[0.006286158,0.9469313,0.01979588,0.004153888,0.002490832,0.0001224672,0.000565007,0.0002124235,0.01944206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009770959,"threshold_uncertainty_score":0.03671163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514873723306762,"score_gpt":0.2830129024743576,"score_spread":0.1315255301436813,"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."}}