{"id":"W2376294666","doi":"","title":"Resources status and mineral processing of pyrochlore","year":2015,"lang":"en","type":"article","venue":"China Mining Magazine","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrochlore; Carbonatite; Leaching (pedology); Geochemistry; Mineral processing; Geology; Mineral; Mining engineering; Mineralogy; Chemistry; Metallurgy; Mantle (geology); Soil water; Materials science; Soil science","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":[0.00009550436,0.00009148688,0.0001249879,0.0000735664,0.00002995315,0.00003270267,0.00004178972,0.0000378784,0.0000171238],"category_scores_gemma":[0.00008156367,0.00008497955,0.00001181567,0.0001035639,0.00003816118,0.0001973446,0.00001340375,0.00008001547,0.000007350912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155516,"about_ca_system_score_gemma":0.00001941123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002684646,"about_ca_topic_score_gemma":0.00000777869,"domain_scores_codex":[0.9994949,0.000007734164,0.0001655443,0.00009406851,0.0001085112,0.0001293035],"domain_scores_gemma":[0.9997271,0.00001494989,0.00004029867,0.00006721437,0.00005108681,0.00009929701],"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":[0.0004049813,0.0003183671,0.08596066,0.00390971,0.0001809878,0.00004919677,0.1650182,0.0414187,0.2405558,0.001484684,0.1878292,0.2728696],"study_design_scores_gemma":[0.003159212,0.0004332441,0.184909,0.0004048999,0.00007908904,0.0001022639,0.005465442,0.1540328,0.01284015,0.0007983826,0.6367706,0.001004868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403567,0.001745686,0.000444194,0.00005634301,0.00008918381,0.00003413737,0.00000249679,0.0001458902,0.05712541],"genre_scores_gemma":[0.9949188,0.00003394835,0.002844573,0.00001771319,0.0000673923,0.000003370274,0.000007773441,0.00001708275,0.002089335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489414,"threshold_uncertainty_score":0.3465365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931067325472708,"score_gpt":0.2494374317779349,"score_spread":0.2301267585232079,"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."}}