{"id":"W3048881296","doi":"10.32339/0135-5910-2020-7-665-675","title":"Analysis of the current state of molybdenum mineral and raw material base, mining and processing of molybdenum-containing ores","year":2020,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Molybdenum; Raw material; Metallurgy; Mineral processing; Tungsten; Materials science; Environmental science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560334,0.0001063752,0.0003626653,0.0002165494,0.00004319496,0.00004185347,0.000132901,0.00005713637,0.00001301173],"category_scores_gemma":[0.00009518683,0.0000863733,0.00005616338,0.0002095942,0.0002698638,0.0001269246,0.000121142,0.00008861953,3.424869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001350626,"about_ca_system_score_gemma":0.000017869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002788114,"about_ca_topic_score_gemma":0.000005966695,"domain_scores_codex":[0.9990612,0.0000095741,0.0006117182,0.0001066952,0.00009506729,0.0001157862],"domain_scores_gemma":[0.99953,0.00003577915,0.0002472951,0.0001157504,0.00003871238,0.00003248707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003338598,0.00004868156,0.001682989,0.002836094,0.0006804112,7.03201e-7,0.00482954,0.4471767,0.07065924,0.0007483539,0.0008598576,0.4701436],"study_design_scores_gemma":[0.001381535,0.0002737829,0.01736991,0.0004514747,0.0007020875,0.00001013932,0.0009655545,0.8274537,0.1462459,0.0001149788,0.004509608,0.0005213043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985906,0.0001678781,0.0007055888,0.00008849467,0.0001347974,0.0001099375,0.00005629709,0.00006008904,0.00008630097],"genre_scores_gemma":[0.9994823,0.00003326941,0.0004432848,0.000003241789,0.000008282562,0.000004760694,0.00001485687,0.000005070862,0.000004959826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696223,"threshold_uncertainty_score":0.3522201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158342592199642,"score_gpt":0.1868619367439013,"score_spread":0.1752785108219049,"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."}}