{"id":"W2889297726","doi":"10.3897/bdj.6.e21635","title":"Composition and distribution of lice (Insecta: Phthiraptera) on Colombian and Peruvian birds: New data on louse-host association in the Neotropics","year":2018,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Louse; Biology; Fauna; Zoology; Ecology; Host (biology); Mallophaga","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":[0.000254915,0.0002965262,0.0002004939,0.001932912,0.0003308689,0.0004705561,0.0001780885,0.0002008358,0.001478322],"category_scores_gemma":[0.0006847623,0.0001541407,0.0001897668,0.0009972038,0.0003309371,0.0003409015,0.000561823,0.0001706596,0.0001896552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795202,"about_ca_system_score_gemma":0.0001359904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02722734,"about_ca_topic_score_gemma":0.07137116,"domain_scores_codex":[0.9998698,0.00003422581,0.00001148371,0.00003665491,0.00002314841,0.00002465776],"domain_scores_gemma":[0.99941,0.00009044186,0.0002766988,0.00003609178,0.0001075654,0.00007916213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004332068,0.00001455867,0.9879061,0.00009654491,0.00003565855,0.000119794,0.001558769,0.00002080189,0.00156447,0.00001683121,0.0001480626,0.008475099],"study_design_scores_gemma":[6.110257e-7,0.000009127141,0.9993819,0.00001051169,0.000005343255,0.00009178226,0.00027451,0.00001692065,0.00002157941,0.000002471958,0.0001839095,0.000001354668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973257,0.001266727,0.00006005193,0.0000329243,0.000002085779,0.0000104984,0.0004135242,0.000006806077,0.0008817237],"genre_scores_gemma":[0.9982098,0.0008558814,0.0001932916,0.00002042224,0.000006878102,0.00001591465,0.000499191,0.000002469377,0.0001960951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02722734,"threshold_uncertainty_score":0.05413771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997441150630422,"score_gpt":0.2780189564892325,"score_spread":0.2280445449829283,"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."}}