{"id":"W3034477320","doi":"10.1080/14634988.2020.1732671","title":"Taxonomic description of six species of pelagic, freshwater ciliates from the Order Choreotrichida collected from Lake Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pelagic zone; Epilimnion; Biology; Phylum; Genus; Biodiversity; Ecology; Zoology; Eutrophication; Nutrient","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":[0.0001853024,0.0004083857,0.0002808336,0.002959394,0.002404377,0.0005840943,0.0005202422,0.0002602289,0.002245688],"category_scores_gemma":[0.0006023952,0.0002479692,0.0002404867,0.003179292,0.0006031184,0.0002348795,0.0006188313,0.0001919714,0.0003701602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004634209,"about_ca_system_score_gemma":0.004510739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7766525,"about_ca_topic_score_gemma":0.9338437,"domain_scores_codex":[0.9996462,0.00001130533,0.00005116376,0.0000644023,0.0001286779,0.00009821873],"domain_scores_gemma":[0.9994373,0.00002838982,0.00014923,0.00003261282,0.000236742,0.0001156681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711888,0.00003878123,0.9264569,0.0003154024,0.00004266933,0.0007009738,0.006428232,0.00008304966,0.03666181,0.0001264876,0.001131956,0.0278426],"study_design_scores_gemma":[0.000002027751,0.00001972263,0.9965541,0.00001512582,0.000006692215,0.0001837399,0.0007363916,0.00002302619,0.00025647,0.000003486947,0.002195266,0.000003858683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919659,0.0008383595,0.0002092145,0.00004168117,0.000007982652,0.0001768626,0.003450135,0.00001382708,0.003295971],"genre_scores_gemma":[0.9861361,0.00117272,0.002672784,0.0000941859,0.000007727874,0.000238678,0.005626839,0.000009602098,0.004041407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233475,"threshold_uncertainty_score":0.4493256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983606445679515,"score_gpt":0.1897785768161459,"score_spread":0.1699425123593508,"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."}}