{"id":"W2571213226","doi":"10.1111/jeu.12391","title":"Beyond the “Code”: A Guide to the Description and Documentation of Biodiversity in Ciliated Protists (Alveolata, Ciliophora)","year":2017,"lang":"en","type":"review","venue":"Journal of Eukaryotic Microbiology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"International Research Center for Neurointelligence, University of Tokyo; National Natural Science Foundation of China","keywords":"Biodiversity; Biology; Documentation; Taxonomy (biology); Metadata; Data science; Resource (disambiguation); Ecology; Environmental resource management; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005871205,0.001993411,0.001870676,0.009471709,0.001214754,0.002794635,0.003744312,0.004343141,0.008351244],"category_scores_gemma":[0.01117941,0.001106978,0.00112817,0.008384516,0.004704774,0.007894397,0.003352177,0.006676358,0.01335127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353435,"about_ca_system_score_gemma":0.01133369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008796524,"about_ca_topic_score_gemma":0.01047264,"domain_scores_codex":[0.9953929,0.00118412,0.001268708,0.0002502715,0.001745066,0.0001589487],"domain_scores_gemma":[0.9885973,0.00613324,0.001198971,0.0007203912,0.002755379,0.00059475],"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":[0.00003835107,0.00008778847,0.0001882239,0.0110526,0.00003244923,0.0003571445,0.001099399,0.000491976,0.002544942,0.02796032,0.349154,0.6069928],"study_design_scores_gemma":[0.000002038834,0.000009772682,0.0001072378,0.001941194,0.000004130845,0.000235207,0.00006671681,0.00002776104,0.00009993168,0.001987181,0.9955084,0.00001041958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000443802,0.9031775,0.03205172,0.02644354,0.008562549,0.0005075426,0.002065371,0.0009176584,0.02583027],"genre_scores_gemma":[0.001971903,0.8756738,0.07143755,0.01754127,0.002775309,0.0009318151,0.004030998,0.0006814311,0.02495601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009471709,"threshold_uncertainty_score":0.03105026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972284444839105,"score_gpt":0.3197262957433225,"score_spread":0.2800034512949314,"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."}}