{"id":"W2738285930","doi":"10.5194/bg-15-809-2018","title":"Virus-mediated transfer of nitrogen from heterotrophic bacteria to phytoplankton","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Synechococcus; Bacterioplankton; Cyanobacteria; Phytoplankton; Lysis; Bacteria; Nutrient; Biology; Heterotroph; Lytic cycle; Seawater; Vibrio; Microbiology; Environmental chemistry; Chemistry; Botany; Ecology; Biochemistry; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007885363,0.0001081456,0.0001286468,0.00004520745,0.0001214563,0.00003774786,0.0003280215,0.00004520711,0.008655564],"category_scores_gemma":[0.00001617785,0.00008717683,0.0000554934,0.0003553878,0.0004361451,0.0002283315,0.00008695394,0.00004144146,0.00162194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002995349,"about_ca_system_score_gemma":0.00001029096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008815289,"about_ca_topic_score_gemma":0.002772136,"domain_scores_codex":[0.9990888,0.00002828511,0.0001905401,0.0003063407,0.000155572,0.0002304994],"domain_scores_gemma":[0.9996274,0.00002182127,0.00003396387,0.0001871413,0.00001263255,0.0001170602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002534786,0.00004264458,0.006525679,7.380912e-7,0.000004266522,7.750543e-7,0.0003355693,5.863376e-7,0.991289,0.000002286699,0.0004602481,0.001312816],"study_design_scores_gemma":[0.0001093212,0.0002748795,0.2630033,0.00001358298,0.000008597854,0.000002549264,0.00003837904,0.00002787792,0.6930892,0.00006479006,0.0432286,0.000138932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975404,0.000009198424,0.0002395392,0.0001916156,0.0005302333,0.0001312973,0.0003928489,0.00002525238,0.0009395948],"genre_scores_gemma":[0.9983457,0.000008400267,0.001026105,0.0003923075,0.0001017081,0.000007896704,0.00001756899,0.000006139553,0.00009415548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2981998,"threshold_uncertainty_score":0.9991554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124925294732602,"score_gpt":0.2327170561791014,"score_spread":0.2202245267058412,"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."}}