{"id":"W4405825360","doi":"10.1016/j.dsr2.2024.105450","title":"The relative contribution of deep and shallow benthic sources to iron supply in the Ross sea, with specific emphasis on Ross Bank","year":2024,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Dairy Farmers of Ontario; Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Oceanography; Benthic zone; Geology; Deep sea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429388,0.000501213,0.0001886396,0.0003085454,0.000207568,0.0005746643,0.0001951601,0.0002999359,0.0003811822],"category_scores_gemma":[0.000341672,0.000371111,0.0003064536,0.0002739556,0.0001637577,0.0004542651,0.0003741197,0.0001630534,0.0000888356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000701847,"about_ca_system_score_gemma":0.0005058214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03416846,"about_ca_topic_score_gemma":0.04621229,"domain_scores_codex":[0.9999515,0.000007496138,0.000005682837,0.00001849809,0.000008155587,0.000008694918],"domain_scores_gemma":[0.9999191,0.0000201518,0.00002163095,0.000005064653,0.00001585297,0.00001824293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003528657,0.00009037311,0.774453,0.0001164529,0.0002305235,0.0005168138,0.0002669758,0.1280267,0.07796723,0.0008769264,0.0002882181,0.01681387],"study_design_scores_gemma":[0.00004223225,0.000233124,0.7457185,0.00002902492,0.0001316561,0.0001700384,0.000281642,0.2465941,0.005266204,0.0005970869,0.0008969686,0.00003942136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991473,0.00007836548,0.0002953584,0.00001860479,0.000001388177,0.000001352265,0.00006749848,0.000005684231,0.000384457],"genre_scores_gemma":[0.9992431,0.0001043821,0.0003171783,0.000005854434,0.000001226555,0.00000195873,0.0001223334,0.000004369728,0.0001995373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03416846,"threshold_uncertainty_score":0.06793916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543389593933782,"score_gpt":0.3118803224496183,"score_spread":0.2664464265102804,"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."}}