{"id":"W4399297313","doi":"10.1111/jeu.13035","title":"Updated classification of the phylum Parabasalia","year":2024,"lang":"en","type":"review","venue":"Journal of Eukaryotic Microbiology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Gordon and Betty Moore Foundation","keywords":"Phylum; Biology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055508,0.0002261272,0.001185028,0.0002538374,0.00006800058,0.00001207242,0.0008899778,0.0005425268,0.002904464],"category_scores_gemma":[0.0001386022,0.0001075786,0.0005846186,0.0003792144,0.000434448,0.0000396466,0.00006502194,0.001054365,0.00040357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001226716,"about_ca_system_score_gemma":0.0006164318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002597904,"about_ca_topic_score_gemma":0.0001996458,"domain_scores_codex":[0.9975693,0.0008422207,0.001022129,0.0002093961,0.00006797918,0.0002889945],"domain_scores_gemma":[0.9982484,0.000314334,0.0009905868,0.000269764,0.0001144365,0.00006250921],"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":[0.000156628,0.0001571114,0.1199481,0.01196802,0.003088014,0.0001890595,0.00009318707,0.00001458462,0.00008485204,0.0003681798,0.2151327,0.6487995],"study_design_scores_gemma":[0.000116041,0.0002574969,0.02652084,0.001191379,0.0009153987,0.002204978,0.00001229062,0.00002011387,0.000002371577,0.000218154,0.9683966,0.0001443216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001767951,0.9938672,0.000001164964,0.0002075953,0.002780347,0.000230428,0.000116046,0.000004907786,0.001024392],"genre_scores_gemma":[0.004939348,0.9931174,0.00003449153,0.00004317324,0.0002878527,6.518925e-7,0.0002014985,0.00000649767,0.001369066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.753264,"threshold_uncertainty_score":0.998007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06006020981832435,"score_gpt":0.3191009720495869,"score_spread":0.2590407622312626,"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."}}