{"id":"W4392963457","doi":"10.1016/j.chemgeo.2024.122051","title":"Refining granite generation by interrogation of zircon and monazite U-Th-Pb and Hf/Nd-O isotopes","year":2024,"lang":"en","type":"article","venue":"Chemical Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Monazite; Zircon; Geology; Geochemistry; Isotope; Mineralogy","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":[0.0004222303,0.0005336097,0.0002837148,0.001198469,0.0004953204,0.001443025,0.0005076571,0.0007275448,0.00200593],"category_scores_gemma":[0.0007596832,0.0003903042,0.0003729309,0.0005621189,0.0003102243,0.0004239856,0.0007731425,0.0003469821,0.0008813358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885909,"about_ca_system_score_gemma":0.000453163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798265,"about_ca_topic_score_gemma":0.01277701,"domain_scores_codex":[0.9997948,0.00001737005,0.00001051553,0.00008463027,0.00004323905,0.00004943634],"domain_scores_gemma":[0.9997717,0.00004365575,0.00004094747,0.0000427921,0.0000848198,0.00001608705],"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":[0.001000906,0.00006774835,0.1036582,0.00009825492,0.00007079264,0.0001976962,0.0004539288,0.001807721,0.8488503,0.001183642,0.000445764,0.04216503],"study_design_scores_gemma":[0.0001341703,0.0002844571,0.1766753,0.00004040254,0.0002616192,0.000701375,0.0007566955,0.02448802,0.7715255,0.00201614,0.02305721,0.00005905783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705734,0.0002859933,0.02320276,0.00009421223,0.00003199964,0.00003815171,0.0009855473,0.0005332202,0.004254646],"genre_scores_gemma":[0.9770406,0.0001214222,0.01948189,0.00005095398,0.000005958143,0.0000142098,0.0007986541,0.0001804568,0.00230588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798265,"threshold_uncertainty_score":0.007552326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223790676714057,"score_gpt":0.1985527004260496,"score_spread":0.186314793658909,"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."}}