{"id":"W2888150693","doi":"10.1016/j.dsr.2018.08.008","title":"Distribution of zirconium, hafnium, niobium and tantalum in the North Atlantic Ocean, northeastern Indian Ocean and its adjacent seas","year":2018,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Seawater; Oceanography; Geology; Igneous rock; Water column; Fractionation; Deep sea; North Atlantic Deep Water; Geochemistry; Trace element; Ocean gyre; Thermohaline circulation; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006527381,0.0002698667,0.000347693,0.0006101721,0.001140964,0.0002457954,0.0007814368,0.0001477561,0.0004292502],"category_scores_gemma":[0.0004134437,0.0001943265,0.0001090045,0.003469524,0.002254077,0.0003156211,0.000183044,0.001079407,0.00003859563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982368,"about_ca_system_score_gemma":0.0001394095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125592,"about_ca_topic_score_gemma":0.03441451,"domain_scores_codex":[0.9932451,0.001605097,0.0004974613,0.0007551201,0.002341705,0.001555559],"domain_scores_gemma":[0.997534,0.0007445337,0.00009079639,0.0005128575,0.0005541536,0.0005636544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145996,0.00009760082,0.9946712,0.0002085248,0.00007428354,0.000083921,0.001204957,0.00002141749,0.0001006789,0.00003715227,0.0006803859,0.00260528],"study_design_scores_gemma":[0.0007181189,0.0008514617,0.978943,0.000128869,0.00002400783,0.00005810598,0.007834421,0.004352855,0.0004099623,0.0001844487,0.006203984,0.000290781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950116,0.001039961,0.00000103917,0.001197238,0.00004192719,0.0007070513,0.0002754325,0.00001698311,0.001708765],"genre_scores_gemma":[0.996595,0.002123818,0.000004731132,0.00005613935,0.0001649211,0.000005401776,0.0009309752,0.000008898223,0.000110075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128893,"threshold_uncertainty_score":0.9832049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713268117824426,"score_gpt":0.2922576693314113,"score_spread":0.255124988153167,"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."}}