{"id":"W4387375233","doi":"10.7185/geochemlet.2332","title":"Ion imaging of ancient zircon","year":2023,"lang":"en","type":"article","venue":"Geochemical Perspectives Letters","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford","keywords":"Zircon; Geology; Geochemistry; Ion; Mineralogy; Chemistry","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":[0.0001356735,0.0002077957,0.0001281649,0.000678961,0.0002555104,0.0004181853,0.0002422368,0.0004036383,0.002277817],"category_scores_gemma":[0.0001691656,0.000113122,0.0001285421,0.0005482051,0.0002156322,0.0002297506,0.0003228182,0.0002040056,0.0005449295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951506,"about_ca_system_score_gemma":0.0002184038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046855,"about_ca_topic_score_gemma":0.005819946,"domain_scores_codex":[0.9999144,0.000003383501,0.000004122465,0.00002879904,0.0000249036,0.00002432769],"domain_scores_gemma":[0.9999107,0.00000965096,0.00001421354,0.00001319934,0.000039429,0.00001281265],"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":[0.0002016138,0.00001285646,0.006351135,0.0000528552,0.00001553592,0.0005335927,0.0001174957,0.0001935952,0.983732,0.0003548741,0.0005020323,0.007932592],"study_design_scores_gemma":[0.0000673825,0.0002821484,0.1874208,0.00003571361,0.0001206398,0.005915477,0.0008361805,0.006322759,0.7606788,0.0005238683,0.03775939,0.00003690214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631667,0.0009724076,0.01451838,0.0002118224,0.00005001529,0.00003260885,0.002098633,0.0003800217,0.01856941],"genre_scores_gemma":[0.9688566,0.0007677544,0.02053479,0.0001415384,0.00003418892,0.00001704057,0.002166643,0.0001440098,0.007337438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004046855,"threshold_uncertainty_score":0.008046627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008641256779748077,"score_gpt":0.1999425506075235,"score_spread":0.1913012938277754,"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."}}