{"id":"W4310472942","doi":"10.3390/min12121529","title":"Occurrences of Niobium and Tantalum Mineralization in Mongolia","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peralkaline rock; Geochemistry; Felsic; Mineralization (soil science); Pegmatite; Columbite; Geology; Tantalum; Mineralogy; Chemistry; Mafic","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001280888,0.00005020468,0.0001218946,0.00005783908,0.00003835608,0.000005882076,0.00007927619,0.00001342938,0.01009833],"category_scores_gemma":[0.00002587336,0.00003320777,0.00002333805,0.0002988472,0.00004479793,0.00004152541,0.00002093854,0.00005067508,0.000004109773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.392312e-7,"about_ca_system_score_gemma":0.000004575884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009272352,"about_ca_topic_score_gemma":0.00604285,"domain_scores_codex":[0.9994463,0.00005214064,0.000149664,0.0001268534,0.0001194431,0.000105561],"domain_scores_gemma":[0.9998269,0.00003925114,0.00004324121,0.00004805665,0.00001018654,0.00003232995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009306919,0.00001653634,0.9924209,0.000006280653,0.000002951859,0.000003107793,0.00007770443,0.001667205,0.004547139,0.00007872497,0.000307337,0.0008627787],"study_design_scores_gemma":[0.0003069059,0.0001677282,0.9460478,0.000005707083,0.00001511656,0.000006926522,0.0003679784,0.02873668,0.001632623,0.01932907,0.003198189,0.0001852284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966104,0.0004369648,0.000001466873,0.0003333737,0.0000455355,0.00003783442,0.00006390132,0.000005213278,0.002465284],"genre_scores_gemma":[0.9991976,0.00002079595,0.00008884121,0.0001078657,0.00001331773,0.000001569823,0.0001026336,3.989283e-7,0.0004669669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04637308,"threshold_uncertainty_score":0.997325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160504089062051,"score_gpt":0.1955394242012181,"score_spread":0.1839343833105976,"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."}}