{"id":"W4400098316","doi":"10.1206/4024.1","title":"A Revised Diagnosis of the Blood-Feeding Candiru Genus Paravandellia (Siluriformes: Trichomycteridae: Vandelliinae) with Descriptions of Three New Species","year":2024,"lang":"en","type":"article","venue":"American Museum Novitates","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Genus; Zoology; Biology; Evolutionary biology","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":[0.0005113549,0.0004490024,0.0002985394,0.00176464,0.001145285,0.001196912,0.001419836,0.0007056682,0.001653944],"category_scores_gemma":[0.0009287759,0.0002224422,0.000334453,0.0006122301,0.001828584,0.001319398,0.001536523,0.001018995,0.0005863523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008964813,"about_ca_system_score_gemma":0.0008733257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582363,"about_ca_topic_score_gemma":0.0145202,"domain_scores_codex":[0.9995667,0.0000821413,0.00005691297,0.0001054931,0.0001198838,0.00006875307],"domain_scores_gemma":[0.9994472,0.00008067544,0.0001241198,0.00009486943,0.0001726751,0.00008048977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000365221,0.00008288604,0.3042946,0.001109305,0.0001406196,0.004274992,0.00682021,0.0008693405,0.1351672,0.01286118,0.003469395,0.5305451],"study_design_scores_gemma":[0.00004475244,0.0008775583,0.7327858,0.001396368,0.000271685,0.02602804,0.01029557,0.005086235,0.01452072,0.00508713,0.2034089,0.0001972673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239418,0.01014357,0.01676343,0.001002843,0.0007455237,0.0001604683,0.0002283683,0.0003278358,0.04668618],"genre_scores_gemma":[0.9757928,0.001317014,0.01826242,0.000324116,0.0001166366,0.00003872,0.0002838482,0.00002195957,0.003842401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003582363,"threshold_uncertainty_score":0.007122993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187665428579369,"score_gpt":0.232287025229806,"score_spread":0.2104103709440123,"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."}}