{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001685389,0.00007038335,0.0001052205,0.001242896,0.0002723905,0.00005918368,0.0001369078,0.00009622764,0.00001272443],"category_scores_gemma":[2.230438e-7,0.00006387105,0.00004009611,0.0009627098,0.00008320939,0.0003931613,0.0000482394,0.0001137729,8.020609e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001925471,"about_ca_system_score_gemma":0.000008464258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003084907,"about_ca_topic_score_gemma":0.000006592828,"domain_scores_codex":[0.9996545,0.00002199862,0.00006439367,0.000109187,0.00007493669,0.0000749825],"domain_scores_gemma":[0.999606,0.0001575667,0.00003984936,0.0001062349,0.0000419273,0.00004849186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007905891,0.0003796874,0.02557334,0.004441256,0.002033339,0.000206176,0.01007789,0.0006819185,0.007782579,0.05271527,0.7971861,0.09813184],"study_design_scores_gemma":[0.00119234,0.0004502755,0.3550329,0.0003341775,0.0001824384,0.00003152002,0.03765682,0.001452918,0.00091922,0.0008087782,0.6014521,0.0004864913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7610182,0.05826439,0.000194232,0.007766319,0.0007828193,0.0009987819,0.00006924014,0.000460745,0.1704453],"genre_scores_gemma":[0.8048586,0.1930932,0.00003352011,0.00004755417,0.00002206611,0.000001857133,0.000002920588,0.0000056359,0.001934677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3294596,"threshold_uncertainty_score":0.2604586,"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."}}