{"id":"W2990693149","doi":"10.3389/fmicb.2019.02628","title":"Strong Seasonality in Arctic Estuarine Microbial Food Webs","year":2019,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation","funders":"Office of Polar Programs; National Science Foundation of Sri Lanka; U.S. Fish and Wildlife Service; National Science Foundation","keywords":"Plankton; Ecology; Arctic; Sea ice; Trophic level; Oceanography; Phytoplankton; Food web; Estuary; Biology; Environmental science; Nutrient; Geology","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":[0.0004995936,0.0005473906,0.0005800112,0.001599954,0.0001412371,0.0007434874,0.0003289002,0.0004208259,0.0007627088],"category_scores_gemma":[0.00045535,0.0001647095,0.0002911607,0.002374153,0.0003106614,0.0006212551,0.0004776526,0.0005653473,0.0003384349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264861,"about_ca_system_score_gemma":0.0008945526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536981,"about_ca_topic_score_gemma":0.003505084,"domain_scores_codex":[0.9998901,0.00001399073,0.00001523797,0.00004263984,0.00002548254,0.0000125271],"domain_scores_gemma":[0.9997616,0.00007923538,0.00006302831,0.000009264795,0.00005788736,0.00002890833],"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":[0.00007031857,0.00001563934,0.00107018,0.01151187,0.0001249581,0.000082548,0.00009536131,0.0004066086,0.002454103,0.001833544,0.003845108,0.9784897],"study_design_scores_gemma":[0.00002122457,0.000301772,0.04611166,0.007430517,0.0007103538,0.001808789,0.000262756,0.0004068857,0.002572946,0.003345095,0.9369535,0.00007449057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009550427,0.997955,0.0001507137,0.0001214188,0.00006645378,0.000001988598,0.00003698608,0.000006225961,0.0007062058],"genre_scores_gemma":[0.007293285,0.9916126,0.0003041484,0.00009997862,0.00009304424,0.000004484877,0.00009548473,0.00000197084,0.0004950323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002536981,"threshold_uncertainty_score":0.005044401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064934774714445,"score_gpt":0.2742859918095565,"score_spread":0.2436366440624121,"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."}}