{"id":"W2584914184","doi":"10.1130/g38432.1","title":"Isotopic signature of dissolved iron delivered to the Southern Ocean from hydrothermal vents in the East Scotia Sea","year":2017,"lang":"en","type":"article","venue":"Geology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Geology; Hydrothermal vent; Oceanography; Hydrothermal circulation; Isotopic signature; Nova scotia; Geochemistry; Paleontology; Isotope","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":["insufficient_payload"],"category_scores_codex":[0.0003025257,0.0001091228,0.0001814087,0.00002067027,0.0001855597,0.00001498095,0.00142105,0.0001184595,0.002156345],"category_scores_gemma":[0.00008909245,0.00006604769,0.00006140841,0.00006447747,0.000329307,0.00005335597,0.000445181,0.0001980685,0.001161923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584531,"about_ca_system_score_gemma":0.000006424177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007200819,"about_ca_topic_score_gemma":0.03186575,"domain_scores_codex":[0.9989,0.0002240731,0.0001814292,0.0002591098,0.0001535255,0.0002818389],"domain_scores_gemma":[0.9989067,0.00007260312,0.0001448072,0.0008405042,0.000005431351,0.00002997797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003132809,0.00006093928,0.9895477,0.000001119153,0.00001851437,0.000013589,0.00453193,0.002373237,0.001241794,0.00002762396,0.0007975665,0.001354709],"study_design_scores_gemma":[0.0003209324,0.00006227691,0.9952305,0.000003910048,0.00002492606,0.000002495778,0.0006441,0.001012821,0.000202809,0.0007767978,0.00163079,0.00008762861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938643,0.00003513688,0.00004139437,0.003627508,0.0001350011,0.0002668875,0.00001830726,0.000005071497,0.002006415],"genre_scores_gemma":[0.9984098,0.000002376016,0.00007519185,0.001063727,0.00006099004,0.000008889993,0.000008993429,0.000007909272,0.0003621383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02466493,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007100289909942367,"score_gpt":0.2170728604688306,"score_spread":0.2099725705588882,"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."}}