{"id":"W2624474137","doi":"10.1016/j.cub.2017.03.075","title":"Marine Protists Are Not Just Big Bacteria","year":2017,"lang":"en","type":"review","venue":"Current Biology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Ecology; Molecular ecology; Genomics; Microbial ecology; Evolutionary biology; Marine ecosystem; Diversity (politics); Evolutionary ecology; Genome; Ecosystem; Computational biology; Bacteria; Genetics; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001821987,0.0005025907,0.001143453,0.00008884791,0.0002102817,0.00004644955,0.001035408,0.0007967058,0.0001059006],"category_scores_gemma":[0.0001856284,0.0004277618,0.0005000781,0.00004703162,0.0002712947,0.000002083463,0.001213736,0.000377413,0.0002837183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035163,"about_ca_system_score_gemma":0.000253499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000117648,"about_ca_topic_score_gemma":0.00002946712,"domain_scores_codex":[0.9980689,0.0002319599,0.0003772245,0.0008173268,0.00006452853,0.0004400063],"domain_scores_gemma":[0.9980374,0.00001448158,0.0006718647,0.001028828,0.0001104074,0.0001370234],"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":[0.00002161266,0.00006121663,0.001104176,0.004297911,0.0001560176,0.000006989301,0.00000292337,7.508127e-9,0.0001082249,0.00007612404,0.002504349,0.9916605],"study_design_scores_gemma":[0.0002298717,0.0001289008,0.000817764,0.000972152,0.0002266008,0.00004235916,0.000001150085,7.513052e-8,0.00008323106,0.00002727616,0.9969881,0.0004825302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002267051,0.9938267,0.00003472837,0.00002241081,0.003349823,0.0009378722,0.001133051,0.0000192235,0.0004495273],"genre_scores_gemma":[0.0001562725,0.9908916,0.00005844834,0.00004285866,0.001793949,0.0001549787,0.006018145,0.00003651652,0.000847201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944838,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162620345114567,"score_gpt":0.39885699731719,"score_spread":0.1825949628057333,"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."}}