{"id":"W4312891089","doi":"10.46427/gold2022.12230","title":"Triple oxygen isotope systematics of early Earth’s carbonate record","year":2022,"lang":"en","type":"article","venue":"Goldschmidt2022 abstracts","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thermo Fisher Scientific (Canada)","funders":"","keywords":"Systematics; Isotopes of oxygen; Carbonate; Earth (classical element); Geology; Isotope; Astrobiology; Oxygen; Oxygen isotope ratio cycle; Earth science; Paleontology; Geochemistry; Chemistry; Ecology; Physics; Biology; Taxonomy (biology); Nuclear physics; Astronomy","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":[0.0003194422,0.0001909098,0.0002546665,0.002521151,0.0006995334,0.0005422924,0.0002949377,0.0002228222,0.00170318],"category_scores_gemma":[0.001014729,0.0002013372,0.000157297,0.001913604,0.000520182,0.0006391059,0.000835808,0.0002033091,0.000407085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008130195,"about_ca_system_score_gemma":0.0004872418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0358634,"about_ca_topic_score_gemma":0.09530273,"domain_scores_codex":[0.9998075,0.0000116891,0.0000176627,0.000071063,0.00005475202,0.00003736695],"domain_scores_gemma":[0.9995366,0.00005713956,0.00006970997,0.00008734514,0.0002073249,0.00004190918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005355332,0.00003116923,0.6959577,0.0002098817,0.0003030431,0.0003304455,0.003716491,0.0009702178,0.1784231,0.005537525,0.001367141,0.1126177],"study_design_scores_gemma":[0.000004766034,0.00001924882,0.9882195,0.0000105053,0.00002675522,0.0001184728,0.000150568,0.0002368405,0.004964605,0.0002236001,0.006016716,0.000008413773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990146,0.0008019512,0.0005311884,0.0000794255,0.0000106357,0.000003940367,0.001085899,0.00002953317,0.007311382],"genre_scores_gemma":[0.997686,0.0002963071,0.0002730432,0.00002143712,0.000006739593,0.000002424149,0.000417848,0.00002158511,0.001274557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0358634,"threshold_uncertainty_score":0.07130933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180345465534175,"score_gpt":0.2071711636142944,"score_spread":0.1953677089589526,"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."}}