{"id":"W2166055902","doi":"10.1002/2015gb005186","title":"Controls on biogenic silica burial in the Southern Ocean","year":2015,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of Tasmania","keywords":"Biogenic silica; Geology; Oceanography; Biogeochemical cycle; Ocean current; Biogeochemistry; Silicic acid; Diatom","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005921531,0.0001429455,0.0001911189,0.00003724918,0.00007653969,0.0000326131,0.0005158689,0.0002119387,0.0002695669],"category_scores_gemma":[0.0003028881,0.00008790487,0.00007827628,0.0002786162,0.0003643825,0.00003615471,0.00001990999,0.0002471924,0.002063046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003248443,"about_ca_system_score_gemma":0.00005863198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008802987,"about_ca_topic_score_gemma":0.002680711,"domain_scores_codex":[0.9984469,0.0002864259,0.0001903897,0.0002839803,0.000306746,0.0004855876],"domain_scores_gemma":[0.999213,0.0003177499,0.00003635694,0.0002378447,0.00003002964,0.0001649836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003582448,0.00003835226,0.9965379,0.000002040434,0.00001125398,0.00004605575,0.0000956017,0.00002488812,0.00002559247,0.0002505986,0.002232293,0.0003771331],"study_design_scores_gemma":[0.00370011,0.0006578028,0.899565,0.00002366355,0.00003713614,0.0002922134,0.001956834,0.0005977623,0.0007948154,0.08312005,0.008727361,0.000527263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813851,0.0006527417,3.738883e-7,0.003232583,0.0001325434,0.0001746737,0.0004265607,0.00003105003,0.0139644],"genre_scores_gemma":[0.9986553,0.000008361182,0.00002928348,0.0009049982,0.0001403157,0.000001362151,0.0002502216,0.000001225814,0.000008950045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09697295,"threshold_uncertainty_score":0.998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594482187011051,"score_gpt":0.2606118992396491,"score_spread":0.2346670773695386,"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."}}