{"id":"W2912340324","doi":"10.3897/zookeys.819.26160","title":"Phthiraptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Louse; Fauna; Biology; Ecology; Zoology; Mallophaga; Passerine","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":[0.0001809981,0.0009003862,0.0005702143,0.002213343,0.0007782336,0.0008964732,0.0007630952,0.0005203488,0.01345934],"category_scores_gemma":[0.0003320774,0.0001805702,0.0002154875,0.001965741,0.0004111708,0.0005319123,0.0003787619,0.0008251235,0.003784398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074922,"about_ca_system_score_gemma":0.00499603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2966534,"about_ca_topic_score_gemma":0.4359393,"domain_scores_codex":[0.9998416,0.000008369469,0.00001401029,0.00002915704,0.0000733545,0.00003345949],"domain_scores_gemma":[0.9998288,0.00002081096,0.00002336412,0.000005785126,0.0000847156,0.0000364588],"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":[0.00004378123,0.00002376923,0.000731468,0.006868237,0.00002645814,0.0002536514,0.0001066784,0.0001474566,0.0009162948,0.001683958,0.05100895,0.9381893],"study_design_scores_gemma":[0.000006901457,0.0000363149,0.005717411,0.002538729,0.00003901661,0.001004298,0.00009042353,0.00003150271,0.0001841755,0.0003435304,0.9899974,0.00001027209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006316401,0.9826257,0.0001333355,0.0003599313,0.0002833544,0.00002454075,0.0003628431,0.00003048715,0.01554807],"genre_scores_gemma":[0.007244112,0.9805319,0.0004182407,0.0004025222,0.0001333997,0.00001386933,0.0005499513,0.000005892246,0.01070011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7033466,"threshold_uncertainty_score":0.5898534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154652930229804,"score_gpt":0.3041789257452542,"score_spread":0.2626323964429562,"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."}}