{"id":"W2083340389","doi":"10.1101/cshperspect.a015974","title":"How Natural a Kind Is \"Eukaryote?\"","year":2014,"lang":"en","type":"article","venue":"Cold Spring Harbor Perspectives in Biology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Nova scotia; Eukaryote; Library science; Computational biology; Evolutionary biology; Zoology; Biochemistry; Archaeology; Genome; Computer science; Gene","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":[0.005294293,0.0003365712,0.0005316201,0.001856979,0.003585209,0.006546025,0.0008381458,0.002314969,0.003299048],"category_scores_gemma":[0.005240922,0.0002700936,0.0003547768,0.001320737,0.03933929,0.01183573,0.002429,0.004363863,0.0008479051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310512,"about_ca_system_score_gemma":0.001432341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634003,"about_ca_topic_score_gemma":0.003200314,"domain_scores_codex":[0.9972349,0.001486266,0.0001438235,0.0004944062,0.0004449584,0.0001956407],"domain_scores_gemma":[0.9974731,0.001285203,0.0002683941,0.0002914713,0.0003885875,0.000293281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001034182,0.000003011079,0.000489707,0.00004392605,0.000007852213,0.00002693977,0.002463051,0.00006157548,0.0001664243,0.9847152,0.005798521,0.006213405],"study_design_scores_gemma":[0.000004883786,0.00001135137,0.0008053257,0.0001002606,0.000009290788,0.0001340649,0.00306336,0.0001505316,0.0002111482,0.9036226,0.09186989,0.00001730243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0442512,0.0363587,0.1144654,0.4679232,0.008477519,0.00006755117,0.0005575069,0.0003691142,0.3275298],"genre_scores_gemma":[0.8977134,0.01718991,0.02200515,0.04250706,0.003028576,0.0001444488,0.0001894027,0.000187112,0.01703502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006546025,"threshold_uncertainty_score":0.02799922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008797593442067628,"score_gpt":0.2389465862063891,"score_spread":0.2301489927643214,"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."}}