{"id":"W4311963837","doi":"10.7185/geochemlet.2242","title":"High latitude controls on dissolved barium isotope distributions in the global ocean","year":2022,"lang":"en","type":"article","venue":"Geochemical Perspectives Letters","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute; China Scholarship Council; Deutsche Forschungsgemeinschaft","keywords":"Barium; Latitude; Isotope; Oceanography; Environmental science; Geology; Chemistry; Geodesy; Inorganic chemistry; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000220093,0.0001543105,0.0001699996,0.00002589405,0.0003886492,0.00005505729,0.0004390288,0.00002735361,0.003071833],"category_scores_gemma":[0.00005726475,0.0001168246,0.0001329027,0.0004482779,0.0001410543,0.00006757954,0.000038659,0.0003560904,0.00003864411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008827299,"about_ca_system_score_gemma":0.00001497309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365858,"about_ca_topic_score_gemma":0.0003151448,"domain_scores_codex":[0.9985683,0.0001323632,0.0001793623,0.0003631041,0.0003897721,0.0003671187],"domain_scores_gemma":[0.9995124,0.0001173593,0.00005266849,0.0002313467,0.00001315869,0.00007305683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005949875,0.0007640703,0.8797982,0.0000157901,0.0002580873,0.0001750391,0.002395779,0.07660528,0.008837448,0.005117981,0.02499926,0.0004380824],"study_design_scores_gemma":[0.002379834,0.0003402922,0.9485487,0.00001407895,0.0001550721,0.00006346505,0.024141,0.005032073,0.001629457,0.007921916,0.008869306,0.0009047666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964146,0.0001003747,0.00004965873,0.03310122,0.00006382803,0.0001543928,0.001047034,0.00002531621,0.001312243],"genre_scores_gemma":[0.9963675,0.00000318938,0.00006475698,0.002480821,0.0001064389,0.00000771291,0.0009524974,0.000001573666,0.00001547043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07157321,"threshold_uncertainty_score":0.9978395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367579288388509,"score_gpt":0.1993124150638462,"score_spread":0.1939448357754577,"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."}}