{"id":"W1984156791","doi":"10.1126/science.1257594","title":"Rethinking the marine carbon cycle: Factoring in the multifarious lifestyles of microbes","year":2015,"lang":"en","type":"review","venue":"Science","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":965,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"Tula Foundation; National Science Foundation","keywords":"Creatures; Archaea; Biology; Ecology; Carbon cycle; Marine ecosystem; Marine bacteriophage; Ecosystem; Bacteria; Paleontology; Natural (archaeology)","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":[0.000747479,0.0008175545,0.001127512,0.002724491,0.0003936403,0.001554178,0.0009708705,0.001450877,0.002866826],"category_scores_gemma":[0.000799744,0.0002709083,0.0004650002,0.002788946,0.001042942,0.002839108,0.001337925,0.001890163,0.001784669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000798728,"about_ca_system_score_gemma":0.001311881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308791,"about_ca_topic_score_gemma":0.002156848,"domain_scores_codex":[0.9997924,0.00004174317,0.00002164273,0.00004458258,0.00007373995,0.00002578149],"domain_scores_gemma":[0.9995541,0.0002040325,0.00005719393,0.00001845381,0.0001054288,0.00006073909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003725858,0.00003934555,0.0003027503,0.01772385,0.0000841673,0.000187022,0.000184329,0.000428177,0.003836786,0.01442436,0.01795363,0.9447983],"study_design_scores_gemma":[0.000004200175,0.00004461754,0.001004399,0.003543166,0.00007327174,0.0006182012,0.0001486439,0.0001004505,0.0006524133,0.006433786,0.9873549,0.00002199232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001274601,0.9983492,0.0002095148,0.0003845262,0.0001439906,0.000001759238,0.000009682972,0.000006142569,0.0007676151],"genre_scores_gemma":[0.0009239578,0.9980264,0.0002677033,0.000172581,0.0001742125,0.000002795824,0.00001498817,0.000002053541,0.0004152956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002866826,"threshold_uncertainty_score":0.009590507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577731918240648,"score_gpt":0.3235739589481284,"score_spread":0.2658007671240636,"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."}}