{"id":"W4399713711","doi":"10.1016/j.chemgeo.2024.122230","title":"Rare earth elements in the North Atlantic, part I: Non-conservative behavior reveals margin inputs and deep waters scavenging","year":2024,"lang":"en","type":"article","venue":"Chemical Geology","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Scavenging; Geotraces; Seawater; Geology; Dissolution; Water mass; Oceanography; Deep sea; Surface water; Deep water; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002068069,0.0001294547,0.0001729453,0.00004372513,0.00006558686,0.00004062396,0.0001697191,0.00006726027,0.001054127],"category_scores_gemma":[0.00002010695,0.00008723824,0.00004647864,0.0002425896,0.0001334214,0.0000780393,0.00003162341,0.0002048779,0.00008928173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003109991,"about_ca_system_score_gemma":0.00001087205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003816243,"about_ca_topic_score_gemma":0.0009541608,"domain_scores_codex":[0.9989758,0.00004827572,0.0002291625,0.0002944377,0.0001160946,0.0003362816],"domain_scores_gemma":[0.9996557,0.0001203571,0.00002810797,0.0001153982,0.00001174469,0.00006870682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000120821,0.0000126749,0.9959224,0.00004125121,0.00002181576,0.0001335641,0.0003596096,0.00001506834,0.001152421,0.000003354056,0.0002524685,0.002073302],"study_design_scores_gemma":[0.0003105282,0.00004947186,0.9877401,0.00005213057,0.00009014457,0.0001061971,0.0003671433,0.003427142,0.003662128,0.0002523253,0.003688301,0.0002543881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979621,0.0002643171,0.000006102684,0.0009043994,0.00006500148,0.0001202946,0.00002383614,0.00001522467,0.0006387559],"genre_scores_gemma":[0.9984772,0.0000572902,0.0001181165,0.0005051356,0.00006476742,0.000009495134,0.0006051891,0.000002133646,0.0001606337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00818229,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017687533116731,"score_gpt":0.209037780883857,"score_spread":0.1988609055526897,"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."}}