{"id":"W3186445391","doi":"10.4039/tce.2021.29","title":"Infestation parameters for chewing lice (Phthiraptera: Amblycera, Ischnocera) parasitising true thrushes (Aves: Passeriformes: Turdidae) in Manitoba, Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biology; Louse; Infestation; Zoology; Ecology; Botany","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":[0.0002033511,0.0003472033,0.0001713283,0.001117204,0.0009956891,0.0005644815,0.0005102541,0.0002332261,0.001596618],"category_scores_gemma":[0.0005714289,0.0002877662,0.0002940143,0.001134714,0.0004452613,0.0002397957,0.0002995038,0.0002621433,0.0002776389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006360086,"about_ca_system_score_gemma":0.002478883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9373989,"about_ca_topic_score_gemma":0.9843031,"domain_scores_codex":[0.999861,0.00001407487,0.00001059141,0.00002264623,0.00004638221,0.00004525055],"domain_scores_gemma":[0.9994076,0.00003686463,0.0001548082,0.00002160812,0.0002299099,0.0001491287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003538243,0.00001267327,0.9965063,0.0000142297,0.00002893531,0.0000647473,0.0003525951,0.00006323012,0.001231686,0.00001289149,0.0001945356,0.001482691],"study_design_scores_gemma":[0.000001473255,0.00001285823,0.9993511,0.000005338517,0.000007177171,0.0000415896,0.0002864116,0.00006149792,0.00007384946,0.000002009342,0.0001548046,0.000001956069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982345,0.000247478,0.0000372914,0.00002354884,0.000002195671,0.00001494686,0.000664448,0.000006605522,0.0007689988],"genre_scores_gemma":[0.9985247,0.0001926905,0.0001310156,0.00001792455,0.000001458289,0.000008281734,0.0005514266,0.000001873339,0.0005706046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06260115,"threshold_uncertainty_score":0.1259396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309506380024056,"score_gpt":0.2516458700789395,"score_spread":0.2206952320765339,"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."}}