{"id":"W3157317192","doi":"10.1111/ggr.12383","title":"A Method for Secondary Ion Mass Spectrometry Measurement of Lithium Isotopes in Garnet: The Utility of Glass Reference Materials","year":2021,"lang":"en","type":"article","venue":"Geostandards and Geoanalytical Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Statens Naturvidenskabelige Forskningsrad; National Science Foundation","keywords":"Lithium (medication); Isotope; Analytical Chemistry (journal); Secondary ion mass spectrometry; Isotopes of lithium; Silicate glass; Silicate; Mass spectrometry; Spodumene; Mineralogy; Ion; Materials science; Chemistry; Nuclear physics; Ion exchange; Environmental chemistry; Metallurgy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01588327,0.0001154512,0.0004733748,0.0002059691,0.0001703874,0.00003931462,0.0002751556,0.000178505,0.004197511],"category_scores_gemma":[0.002163581,0.00007617081,0.00006497915,0.0006161681,0.0007112126,0.00005828548,0.00007365299,0.0005367558,0.00000623885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005277694,"about_ca_system_score_gemma":0.0006519847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008323746,"about_ca_topic_score_gemma":0.005280518,"domain_scores_codex":[0.9960287,0.001477931,0.0004731826,0.0003998895,0.0009917836,0.0006285355],"domain_scores_gemma":[0.9961017,0.002386629,0.00006344856,0.00032658,0.000999038,0.0001226308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001455689,0.00007063246,0.9795373,0.0005523039,0.0001105192,0.00003998403,0.0001426959,0.000006899625,0.003302726,0.0049635,0.0003419012,0.009475828],"study_design_scores_gemma":[0.001027517,0.0006665071,0.904924,0.00009879925,0.00003323625,0.0000348364,0.0009035343,0.004649044,0.04383441,0.03913916,0.004546152,0.0001427714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429316,0.007074751,0.003959885,0.00602628,0.000127121,0.0009669575,0.001370771,0.000009407842,0.03753323],"genre_scores_gemma":[0.9960773,0.0003418842,0.003260472,0.00002799413,0.00002513467,0.000006870695,0.00004212945,0.000002553013,0.0002156683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07461328,"threshold_uncertainty_score":0.9967128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09132257639257378,"score_gpt":0.3711387521570743,"score_spread":0.2798161757645005,"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."}}