{"id":"W2519831015","doi":"10.4039/tce.2015.89","title":"Chewing lice (Phthiraptera: Amblycera and Ischnocera) infesting woodpeckers and sapsuckers (Aves: Piciformes: Picidae) in Manitoba, Canada","year":2016,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biology; Louse; Zoology; Woodpecker; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791289,0.0002273644,0.000253888,0.000153511,0.0005124486,0.00003193925,0.0002460942,0.0002563783,0.000116204],"category_scores_gemma":[0.0002653003,0.0001504937,0.00002633518,0.0001400373,0.0009776015,0.000115365,0.00007043277,0.0003043531,0.00003418134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583106,"about_ca_system_score_gemma":0.0008143109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780027,"about_ca_topic_score_gemma":0.9990267,"domain_scores_codex":[0.9984966,0.0001758534,0.0002520023,0.000355579,0.00003948597,0.0006804923],"domain_scores_gemma":[0.9990891,0.0003791209,0.0000861454,0.000265051,0.00003331066,0.000147248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007475612,0.00001252548,0.9842688,0.00001910845,0.0000926772,0.0001669453,0.0005074618,0.000001419353,0.001264666,0.003012498,0.003339341,0.007239785],"study_design_scores_gemma":[0.001374317,0.00007668506,0.9815048,0.0001006021,0.00004828985,0.0004667329,0.002062308,0.000002013962,0.0008391537,0.0006865793,0.01249099,0.0003475136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872912,0.003240456,0.000004131016,0.005417303,0.0003364019,0.0002196236,0.00006356398,0.00003431657,0.003393024],"genre_scores_gemma":[0.9968972,0.0001108769,0.0000159949,0.002378039,0.00003052333,0.00002471965,0.00001493196,0.00001409222,0.000513678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02102394,"threshold_uncertainty_score":0.6136957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768891128466226,"score_gpt":0.2125378979124634,"score_spread":0.1948489866278011,"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."}}