{"id":"W3212747553","doi":"10.7185/gold2021.7997","title":"Redox and productivity controls on the cadmium isotope composition of organic-rich sediments","year":2021,"lang":"en","type":"article","venue":"Goldschmidt2021 abstracts","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cadmium; Redox; Productivity; Composition (language); Isotope; Environmental chemistry; Chemistry; Geology; Environmental science; Inorganic chemistry; Organic chemistry; Physics","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":[0.0002530256,0.0002346248,0.0002390143,0.0005586732,0.0004252394,0.0006955688,0.000270215,0.0002918204,0.001718454],"category_scores_gemma":[0.0003392605,0.0003062407,0.0001671021,0.0003488501,0.0006081554,0.0002997718,0.0004463911,0.0001915513,0.0002707201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008857197,"about_ca_system_score_gemma":0.0004235453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206578,"about_ca_topic_score_gemma":0.0156054,"domain_scores_codex":[0.9999011,0.00001279817,0.000007081908,0.00002907985,0.00001997838,0.00002999548],"domain_scores_gemma":[0.9997832,0.0000818199,0.00002792873,0.00001687235,0.00004607041,0.00004411618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002486909,0.0000495101,0.07301693,0.00009066165,0.00005331487,0.0002427704,0.00029012,0.0009900067,0.9162981,0.0008312791,0.0001694678,0.005481056],"study_design_scores_gemma":[0.00005504875,0.0001537133,0.864997,0.00000644939,0.00004763409,0.00009908748,0.0004760428,0.001333812,0.1305086,0.0006146253,0.001692042,0.00001603858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984918,0.000155541,0.0001311755,0.00004168104,0.000004052415,0.000002756479,0.0002052288,0.00000671471,0.0009611901],"genre_scores_gemma":[0.99866,0.0001295575,0.00006158646,0.00001445031,0.000003189947,0.000001723314,0.0001396534,0.00000486387,0.0009849917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206578,"threshold_uncertainty_score":0.02399105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843731703076672,"score_gpt":0.2054664286503184,"score_spread":0.1870291116195517,"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."}}