{"id":"W3042544249","doi":"10.1021/acsearthspacechem.0c00034","title":"Particle–Seawater Interaction of Neodymium in the North Atlantic","year":2020,"lang":"en","type":"article","venue":"ACS Earth and Space Chemistry","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Geotraces; Ocean gyre; Seawater; Oceanography; Particulates; Biogeochemical cycle; Water mass; Geology; Continental shelf; Subtropics; Environmental chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006613186,0.00007319041,0.00009915617,0.000004436521,0.00004061603,0.00002506192,0.00009880247,0.00002741132,0.0006764423],"category_scores_gemma":[0.0000242465,0.0000493961,0.00002977267,0.0001533111,0.00004742312,0.00007313736,0.000009517235,0.0001095652,0.00002055345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.902868e-7,"about_ca_system_score_gemma":0.000008029269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009486403,"about_ca_topic_score_gemma":0.001097635,"domain_scores_codex":[0.9994696,0.00001584295,0.000123567,0.0001366798,0.000112352,0.0001419409],"domain_scores_gemma":[0.9997538,0.00003608361,0.00004255491,0.00008448568,0.00001071839,0.00007238771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003249505,0.00000923423,0.9893823,0.00006471123,0.000009567228,0.0000103221,0.0004905989,0.0002619863,0.008846051,5.634593e-7,0.000109292,0.0007829271],"study_design_scores_gemma":[0.0004352344,0.00006750179,0.8014206,0.00002106495,0.00004476987,0.00002670703,0.00319481,0.005810481,0.1848442,0.00002903607,0.003909806,0.0001958583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961186,0.0001298868,0.000002050015,0.002122746,0.000008822068,0.00003101692,0.000007735959,0.000005994882,0.001573151],"genre_scores_gemma":[0.9994702,0.00005588894,0.00001242359,0.0002487463,0.0000509834,4.402912e-7,0.00008100789,9.130222e-7,0.00007939023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1879617,"threshold_uncertainty_score":0.7406569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077830202263019,"score_gpt":0.187358910850773,"score_spread":0.1765806088281428,"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."}}