{"id":"W2909677613","doi":"10.15625/0866-7187/41/1/13541","title":"Fluid characteristics from shallow magmatic environments: A contribution to danburite bearing Luc Yen pegmatites, northern Vietnam","year":2019,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Fluid inclusions; Pegmatite; Inclusion (mineral); Melt inclusions; Geochemistry; Mineralogy; Calcite; Crystallization; Mantle (geology); Hydrothermal circulation; Thermodynamics","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":[0.00009798552,0.0002682904,0.0002045861,0.0008734229,0.000654998,0.0005347625,0.0002826756,0.000185988,0.0007454608],"category_scores_gemma":[0.0001317234,0.0001781206,0.0001192664,0.0006037966,0.0004439204,0.0003029471,0.000381973,0.0001721213,0.0001177282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118456,"about_ca_system_score_gemma":0.0003587065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04387682,"about_ca_topic_score_gemma":0.05847354,"domain_scores_codex":[0.9999171,0.000005289681,0.000004100378,0.00002822489,0.00002401985,0.00002116658],"domain_scores_gemma":[0.999952,0.000005795431,0.00001245785,0.000002805884,0.00001461601,0.00001222683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220989,0.00009223574,0.530413,0.0002869444,0.0000610165,0.004713724,0.009614398,0.0006428137,0.4200704,0.0003140365,0.0002054421,0.03316395],"study_design_scores_gemma":[0.00001055667,0.0001922391,0.9611063,0.00002929459,0.00003315095,0.00244271,0.00646735,0.00115234,0.02264893,0.0000850639,0.00581342,0.00001857916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991899,0.0001263312,0.00008996494,0.00001207136,0.000001487439,0.000005263364,0.00008980217,0.000003767865,0.0004814033],"genre_scores_gemma":[0.9986821,0.0001043234,0.0002049637,0.000007260055,0.000001874732,0.000003461414,0.0001538214,0.000004843504,0.0008372745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387682,"threshold_uncertainty_score":0.08724284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008315014636551718,"score_gpt":0.1939339871952376,"score_spread":0.1856189725586859,"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."}}