{"id":"W2810607814","doi":"10.1002/9781118945582.ch17","title":"Biodiversity of Ectoparasites: Lice (Phthiraptera) and Fleas (Siphonaptera)","year":2018,"lang":"en","type":"other","venue":"","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Directorate for Biological Sciences","keywords":"Biology; Fauna; Biodiversity; Ecology; Flea; Zoology","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":[0.0001544854,0.0002824132,0.0002212018,0.001242548,0.0002498413,0.0008714803,0.0001759007,0.0002138035,0.009881319],"category_scores_gemma":[0.0002054446,0.00008537776,0.0001750357,0.0008769973,0.0001574414,0.0004928281,0.000433795,0.0001810632,0.001509411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102881,"about_ca_system_score_gemma":0.0002676678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684933,"about_ca_topic_score_gemma":0.003788046,"domain_scores_codex":[0.9998684,0.00001349861,0.00001161622,0.0000297159,0.00005238997,0.00002430968],"domain_scores_gemma":[0.9998885,0.00001688224,0.00003739653,0.000005346677,0.00003082492,0.00002096399],"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":[0.0001559128,0.00008351305,0.06781436,0.002516006,0.00009326021,0.0003369635,0.002333079,0.0003481642,0.01887611,0.004757818,0.0233952,0.8792896],"study_design_scores_gemma":[0.000008179759,0.0002782935,0.4185373,0.001063071,0.0001070186,0.003256193,0.001890089,0.0002590092,0.004095871,0.001051027,0.5694288,0.00002507964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4414709,0.2300333,0.003551295,0.003202727,0.0004581467,0.000230176,0.01143777,0.0004107282,0.309205],"genre_scores_gemma":[0.7165873,0.1345222,0.006467957,0.0007020703,0.0003597553,0.0001156207,0.008229647,0.00009780528,0.1329176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009881319,"threshold_uncertainty_score":0.03305632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009924945265867012,"score_gpt":0.2369887219739505,"score_spread":0.2270637767080835,"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."}}