{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007238949,0.00003197721,0.00003780469,0.00003314988,0.0001199954,0.000004879884,0.00004486191,0.00004249363,0.0001123472],"category_scores_gemma":[0.00001727608,0.00003051507,0.000007496613,0.00005857887,0.00003597367,0.0001004822,0.0004883109,0.00004225301,0.00002116731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004215679,"about_ca_system_score_gemma":6.803617e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005663291,"about_ca_topic_score_gemma":0.000009909305,"domain_scores_codex":[0.9997159,0.00001383171,0.00007045276,0.0000904782,0.00004627897,0.00006303304],"domain_scores_gemma":[0.9998979,0.00001300539,0.00002158695,0.0000568683,0.000002082884,0.000008533674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005669957,0.0001042614,0.2266286,0.0001063788,0.00001904685,0.000005434469,0.0008413027,0.000379659,0.3067497,0.01016556,0.007667331,0.447276],"study_design_scores_gemma":[0.0007359121,0.00003907111,0.6629391,0.00003038497,0.00001964266,0.00001503419,0.00009635843,0.01167788,0.1855437,0.07616308,0.0625228,0.0002170271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692106,0.00001340436,0.00498705,0.001461911,0.00004738961,0.00007514228,7.277456e-8,0.00005626803,0.02414812],"genre_scores_gemma":[0.997845,0.00003524792,0.000801002,0.0002062624,0.000009099366,0.000009769877,0.000003576871,0.000001125551,0.001088908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447059,"threshold_uncertainty_score":0.1244368,"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."}}