{"id":"W4210964312","doi":"10.1002/0471263397.env320","title":"Picoplankton, Freshwater","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Environmental Microbiology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TSO Logic (Canada)","funders":"","keywords":"Picoplankton; Autotroph; Ecology; Biology; Geography; Environmental science; Phytoplankton; Nutrient; Bacteria","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":[0.002023744,0.001125891,0.0006025304,0.005456316,0.0007542849,0.006832903,0.001264524,0.0008596785,0.01128272],"category_scores_gemma":[0.003612052,0.0003935625,0.0003170312,0.01079727,0.002236138,0.003896784,0.002072283,0.001358473,0.002129195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896032,"about_ca_system_score_gemma":0.00171001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347025,"about_ca_topic_score_gemma":0.01363761,"domain_scores_codex":[0.9985006,0.0002649003,0.0001387735,0.0004966924,0.0005407982,0.00005834452],"domain_scores_gemma":[0.9989688,0.0002917565,0.0001118641,0.0001499924,0.0003881137,0.00008950973],"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":[0.00009749623,0.00008542234,0.0150211,0.002125425,0.00006398388,0.0001538104,0.0005901769,0.00125803,0.003963863,0.1961287,0.03600302,0.7445088],"study_design_scores_gemma":[0.00002299137,0.00009181808,0.04507864,0.002086556,0.00007616786,0.0005039833,0.0012744,0.002050807,0.002218798,0.1096417,0.836906,0.00004817978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01857904,0.5782712,0.06016958,0.01902767,0.005309455,0.0002017389,0.004033376,0.0009380284,0.3134699],"genre_scores_gemma":[0.2403312,0.483279,0.06041548,0.005539148,0.008303095,0.0005107913,0.004087907,0.000412947,0.1971204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01347025,"threshold_uncertainty_score":0.0377444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003130627707369476,"score_gpt":0.1569618026720232,"score_spread":0.1538311749646537,"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."}}