{"id":"W2318647377","doi":"10.1029/2009gb003601","title":"Biogeochemical fluxes through microzooplankton","year":2010,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Phytoplankton; Biomass (ecology); Biogeochemical cycle; Environmental science; Biogeochemistry; Oceanography; Plankton; Microbial loop; Environmental chemistry; Nutrient; Ecology; Chemistry; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0001209339,0.0002887762,0.0002924073,0.00002614931,0.0001338713,0.0001126358,0.0004999238,0.0003056387,0.004103826],"category_scores_gemma":[0.00009661608,0.0002382156,0.0001709336,0.0003420936,0.0002386747,0.000199825,0.00007747952,0.000333162,0.001359809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006729482,"about_ca_system_score_gemma":0.00005264464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131565,"about_ca_topic_score_gemma":0.006361641,"domain_scores_codex":[0.9981735,0.00002877667,0.0003434057,0.0005207962,0.0003260336,0.0006074554],"domain_scores_gemma":[0.999123,0.00008062548,0.00008369001,0.000380918,0.00005454685,0.0002771852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007108618,0.00005980237,0.9026943,0.00003166248,0.00003142631,0.00003161374,0.00001851694,0.000001321841,0.05505445,0.0008785453,0.01893274,0.02219448],"study_design_scores_gemma":[0.001163005,0.0001968611,0.1002236,0.00005514392,0.00008290036,0.0007147333,0.0001892891,0.0007190819,0.2744775,0.09249642,0.5281082,0.001573263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229133,0.0003268497,0.000009215629,0.0004839924,0.0006256911,0.0001340128,0.002909212,0.0001762358,0.07242157],"genre_scores_gemma":[0.995335,0.00002835653,0.001654283,0.0004520623,0.0004826162,0.00000219854,0.002009242,0.000004415921,0.00003185999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8024707,"threshold_uncertainty_score":0.9994177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008657298531855616,"score_gpt":0.2166615693544857,"score_spread":0.2080042708226301,"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."}}