{"id":"W2782880608","doi":"10.1093/nsr/nwy006","title":"A recent project shows that the microbial carbon pump is a primary mechanism driving ocean carbon uptake","year":2017,"lang":"en","type":"article","venue":"National Science Review","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Carbon fibers; Mechanism (biology); Primary (astronomy); Environmental science; Environmental chemistry; Oceanography; Chemistry; Materials science; Physics; Geology; Astrophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004078568,0.00122175,0.0007566379,0.002007636,0.001945398,0.002854183,0.0007633287,0.002595139,0.01149084],"category_scores_gemma":[0.003097592,0.0003019592,0.0008192132,0.002671921,0.001661505,0.004662703,0.004205262,0.002914577,0.003423233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909235,"about_ca_system_score_gemma":0.004822279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275383,"about_ca_topic_score_gemma":0.00296163,"domain_scores_codex":[0.9984119,0.0002172719,0.00007595596,0.0005632262,0.0005420249,0.000189595],"domain_scores_gemma":[0.9957427,0.001025589,0.0004891587,0.0003548363,0.001561884,0.000825759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000956088,0.0002535889,0.01008297,0.005095507,0.000212779,0.0006964264,0.0009129126,0.001234541,0.07129458,0.06874727,0.1007628,0.7397506],"study_design_scores_gemma":[0.00003543965,0.0003311571,0.006063967,0.0003075187,0.0002029932,0.0003406526,0.0002764415,0.0009637025,0.03192382,0.007433388,0.9520393,0.00008159251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1006105,0.3417151,0.1920506,0.1837304,0.0474149,0.0009501681,0.008085533,0.003026768,0.1224161],"genre_scores_gemma":[0.2855774,0.4024597,0.152944,0.03802956,0.0184563,0.0008385327,0.01609936,0.0007680937,0.08482711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01149084,"threshold_uncertainty_score":0.0384407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916057870022911,"score_gpt":0.2905679048491914,"score_spread":0.2514073261489623,"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."}}