{"id":"W4291513506","doi":"10.3390/pr10081590","title":"A Review on Pyrometallurgical Extraction of Antimony from Primary Resources: Current Practices and Evolving Processes","year":2022,"lang":"en","type":"review","venue":"Processes","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada); École de Technologie Supérieure","funders":"","keywords":"Antimony; Roasting; Smelting; Pyrometallurgy; Blast furnace; Metallurgy; Environmental science; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005152209,0.0005307415,0.00166491,0.0002649142,0.0001272669,0.0001048001,0.0003256247,0.00015516,0.0007107477],"category_scores_gemma":[0.002562873,0.0004115769,0.0001874218,0.0009502419,0.00004593525,0.000525378,0.0001015966,0.001062735,0.0000214327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009482187,"about_ca_system_score_gemma":0.0002522373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001652336,"about_ca_topic_score_gemma":0.000005752907,"domain_scores_codex":[0.9976007,0.0001781167,0.000928651,0.0005663323,0.0004862605,0.0002399837],"domain_scores_gemma":[0.9965892,0.001584332,0.001324847,0.0002922144,0.0001043009,0.0001050681],"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":[0.000004430102,0.00008463206,9.964316e-7,0.4479108,0.00009242033,0.000003724596,0.00003832563,0.00000398192,0.000002902645,8.219925e-7,0.0003737929,0.5514832],"study_design_scores_gemma":[0.00006513386,0.00004658114,0.000002567206,0.08834242,0.000908569,0.00004952409,0.00002514062,0.00002147214,0.000008399416,0.00001017972,0.9101407,0.0003793235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003265255,0.9957051,0.00005418529,0.00001365404,0.0003527949,0.000665301,0.00008355742,0.00023862,0.002854172],"genre_scores_gemma":[0.00005056473,0.9988558,0.0002106526,0.00004319767,0.0002131419,0.0002364902,0.0002631776,0.0000833355,0.00004369897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9097669,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09732101230175806,"score_gpt":0.3616449741204434,"score_spread":0.2643239618186854,"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."}}