{"id":"W2155558152","doi":"10.1093/plankt/fbq002","title":"Composition and seasonal variability of picoeukaryote communities at two subtropical coastal sites with contrasting trophic conditions","year":2010,"lang":"en","type":"article","venue":"Journal of Plankton Research","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Trophic level; Subtropics; Oceanography; Ecology; Environmental science; Seasonality; Geography; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008229788,0.00006699046,0.000145726,0.00006339776,0.0002433698,0.00002784298,0.0001524435,0.00007766068,0.00006772319],"category_scores_gemma":[0.00009430645,0.00005531093,0.0000406097,0.00004888604,0.0006023249,0.000009358172,0.0001414425,0.0005038087,7.215194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001085822,"about_ca_system_score_gemma":0.0001183378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005873518,"about_ca_topic_score_gemma":0.0002757956,"domain_scores_codex":[0.9989812,0.0003166951,0.000166961,0.00007837338,0.000297289,0.0001594943],"domain_scores_gemma":[0.9989548,0.0002376002,0.0001094354,0.00011976,0.0004724597,0.0001058842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006930286,0.00007708256,0.4288067,0.00002424674,0.00004849694,0.00001262455,0.00006939362,0.0000117403,0.5697536,0.0003379963,0.0001320902,0.00003297653],"study_design_scores_gemma":[0.002361328,0.001839551,0.869898,0.00006036669,0.00004129898,0.0007744275,0.0003207292,0.0002385641,0.1234644,0.0005415563,0.0003300461,0.0001298115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999065,0.00004857377,0.0002046129,0.0001639948,0.00003072144,0.00008610648,0.0002385481,0.000001381441,0.0001610286],"genre_scores_gemma":[0.9990479,0.00002464362,0.0006534999,0.00001879016,0.0001157796,0.000001194406,0.0001098733,0.000004360142,0.00002390546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462893,"threshold_uncertainty_score":0.2255514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859265930913459,"score_gpt":0.3142860853227634,"score_spread":0.2856934260136288,"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."}}