{"id":"W2021412080","doi":"10.1002/1097-0320(20010701)44:3<236::aid-cyto1116>3.0.co;2-5","title":"Monitoring phytoplankton, bacterioplankton, and virioplankton in a coastal inlet (Bedford Basin) by flow cytometry","year":2001,"lang":"en","type":"article","venue":"Cytometry","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Phytoplankton; Picoplankton; Bacterioplankton; Synechococcus; Plankton; Biology; Prochlorococcus; Spring bloom; Bloom; Oceanography; Chlorophyll a; Environmental science; Ecology; Cyanobacteria; Botany; Bacteria; Nutrient; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002010291,0.0002049838,0.0001264313,0.0007798646,0.0007115236,0.0004468322,0.00024227,0.0002279672,0.0007878127],"category_scores_gemma":[0.0002736327,0.0001300256,0.00005896169,0.0006309063,0.0002622861,0.0002297077,0.0001856096,0.0001342229,0.0001986002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193078,"about_ca_system_score_gemma":0.000819927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2409802,"about_ca_topic_score_gemma":0.4210873,"domain_scores_codex":[0.9998952,0.000008678788,0.000004413629,0.0000348584,0.00003274734,0.00002406497],"domain_scores_gemma":[0.9997867,0.00002401525,0.00003833536,0.00000682254,0.00009602719,0.00004803767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003586082,0.0001213066,0.6978808,0.00009944836,0.00002053141,0.0001832649,0.001387393,0.0005149833,0.2783331,0.0000775305,0.0007068415,0.02031611],"study_design_scores_gemma":[0.00001120323,0.0001017739,0.9811434,0.000014213,0.000012557,0.0001061558,0.0004131852,0.001348773,0.0152472,0.00001897188,0.001575147,0.000007414562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990758,0.00009202643,0.0002225219,0.00001365467,0.000001887601,0.0000116677,0.0002291983,0.00001756626,0.0003356213],"genre_scores_gemma":[0.9954596,0.0001354345,0.002080528,0.00003539981,0.0000037807,0.00003423694,0.0008330382,0.0000038495,0.001414083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409802,"threshold_uncertainty_score":0.479155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408673786898723,"score_gpt":0.2103733361184503,"score_spread":0.2009646623315516,"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."}}