{"id":"W4407406178","doi":"10.1130/g52248.1","title":"Chemical and isotopic fractionation during melt inclusion formation","year":2025,"lang":"en","type":"article","venue":"Geology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fractionation; Geology; Inclusion (mineral); Equilibrium fractionation; Geochemistry; Melt inclusions; Mineralogy; Isotope fractionation; Chromatography; Chemistry; Mantle (geology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703606,0.0001180461,0.000165095,0.0004808969,0.0003384418,0.0004180765,0.0002571138,0.0001853132,0.0005504836],"category_scores_gemma":[0.0002177501,0.0001498404,0.0001024625,0.0002241858,0.0003294814,0.0002641887,0.0002798855,0.0002054072,0.0001489292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919237,"about_ca_system_score_gemma":0.0001684637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005069867,"about_ca_topic_score_gemma":0.007556282,"domain_scores_codex":[0.9999127,0.000008626425,0.000004519072,0.00002418672,0.00003124524,0.00001868629],"domain_scores_gemma":[0.9998968,0.00001902456,0.00002382258,0.000006698512,0.00004263674,0.00001099728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001994363,0.00001404205,0.01978474,0.0000258292,0.00001203829,0.0001432305,0.0002270401,0.0002151142,0.9752322,0.0001929192,0.0000472713,0.003906084],"study_design_scores_gemma":[0.00001253832,0.0001827751,0.2335311,0.00001657193,0.00002261829,0.0002405404,0.0004770872,0.003762312,0.7576951,0.0002997433,0.003743563,0.00001606743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984938,0.0001384685,0.0005451132,0.0000107063,0.000003244682,0.000004112559,0.00008898555,0.0000113955,0.0007041311],"genre_scores_gemma":[0.9989047,0.00004557305,0.000343735,0.000005436035,0.00000166545,0.000004092705,0.0001033681,0.000007862059,0.0005835264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005069867,"threshold_uncertainty_score":0.0100807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002826903601229017,"score_gpt":0.2199493939122216,"score_spread":0.2171224903109926,"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."}}