{"id":"W4387674153","doi":"10.1021/cen-10134-buscon10","title":"Solvay to reduce soda ash output","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tonne; Production (economics); Waste management; Business; Agricultural economics; Environmental science; Terminal (telecommunication); Engineering; Telecommunications; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004011736,0.0004147883,0.0001867405,0.0006426877,0.0008340135,0.00108675,0.0004976651,0.0005041019,0.07742894],"category_scores_gemma":[0.0007460752,0.0001316761,0.0003996727,0.0003189828,0.0001884406,0.0007236866,0.001165509,0.000654661,0.01552981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149437,"about_ca_system_score_gemma":0.001778584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066898,"about_ca_topic_score_gemma":0.02628069,"domain_scores_codex":[0.9995432,0.00003192368,0.00001272638,0.00005125489,0.0002900344,0.00007090417],"domain_scores_gemma":[0.9994851,0.00002930842,0.0000329461,0.00002406015,0.0003245721,0.0001039622],"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":[0.0004698222,0.0003467154,0.005891899,0.000655047,0.00007207486,0.0005524272,0.0003564107,0.001170501,0.03192605,0.01676013,0.635873,0.3059259],"study_design_scores_gemma":[0.00004334801,0.0001607923,0.004299599,0.00008703912,0.00001804157,0.0002024944,0.0002526998,0.001050405,0.01752941,0.0009080879,0.9754356,0.00001258321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.135873,0.00523794,0.01629102,0.01493052,0.002176237,0.0003874361,0.004228749,0.004697075,0.8161781],"genre_scores_gemma":[0.2353217,0.002396452,0.0109452,0.003158412,0.0002564757,0.000129994,0.004524423,0.001036398,0.7422309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07742894,"threshold_uncertainty_score":0.2590256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715795436990891,"score_gpt":0.2449797378351895,"score_spread":0.2278217834652806,"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."}}