{"id":"W4291567045","doi":"10.4039/tce.2022.27","title":"Spatial distribution of chewing lice (Phthiraptera: Menoponidae, Philopteridae) infesting Canada geese and mallards (Aves: Anatidae), in Manitoba, Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anatidae; Anseriformes; Anas; Biology; Branta; Zoology; Waterfowl; Goose; Ecology; Habitat","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":[0.0001894685,0.0003892423,0.0002439963,0.001811533,0.001156239,0.0007970944,0.0006536847,0.0003096673,0.001311772],"category_scores_gemma":[0.0005197233,0.000335059,0.0003406157,0.002197776,0.0007302991,0.0002429821,0.0005166814,0.0002509967,0.0002360536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005272401,"about_ca_system_score_gemma":0.003812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9507593,"about_ca_topic_score_gemma":0.9868751,"domain_scores_codex":[0.9998075,0.00001505594,0.00001545473,0.00005688549,0.00005441543,0.00005058424],"domain_scores_gemma":[0.9990953,0.00006886046,0.0001838266,0.00003255779,0.0003567692,0.0002626315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004567534,0.0000147156,0.9942904,0.00004423267,0.00007510465,0.0001001999,0.0007136667,0.00006923097,0.002033667,0.00002805182,0.0003196223,0.002265408],"study_design_scores_gemma":[0.000001800515,0.00001234409,0.9988185,0.00001310367,0.00001560273,0.00005641326,0.0007139873,0.00006648673,0.0000627874,0.000002775792,0.0002329589,0.000003323072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970181,0.0004550941,0.00005456501,0.00003575363,0.000003965128,0.00001885254,0.001615181,0.000009579037,0.0007889637],"genre_scores_gemma":[0.9977387,0.0005077479,0.0002094356,0.00003132492,0.000002859912,0.00001556687,0.0008215118,0.000002716304,0.0006701429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04924071,"threshold_uncertainty_score":0.09906131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369677394730389,"score_gpt":0.2071513237734505,"score_spread":0.1934545498261466,"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."}}