{"id":"W2554710674","doi":"10.4039/tce.2016.27","title":"Seasonal population dynamics of chewing lice (Phthiraptera: Amblycera and Ischnocera) infesting three species of woodpeckers (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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biology; Louse; Zoology; Population; Infestation; Ecology; Botany; Demography","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":[0.0002131902,0.0001523512,0.000269438,0.000136771,0.0001753916,0.000007174915,0.0002311555,0.0001963658,0.0001146648],"category_scores_gemma":[0.0002230065,0.0001049449,0.00003735865,0.0001464033,0.0006777758,0.00008016278,0.00004536408,0.0001728705,0.000004574237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911766,"about_ca_system_score_gemma":0.0005876513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754929,"about_ca_topic_score_gemma":0.9994985,"domain_scores_codex":[0.9989625,0.0001058154,0.0003160211,0.0001965117,0.00005003019,0.0003691515],"domain_scores_gemma":[0.9991879,0.0002950843,0.0001782489,0.000220564,0.00006025157,0.00005795384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006942118,0.0000139322,0.9831786,0.00002640902,0.0000622927,0.00001629455,0.0001454396,0.000009375481,0.0008622891,0.01243669,0.000162462,0.003016792],"study_design_scores_gemma":[0.0005617343,0.00005065995,0.9962575,0.00009222812,0.00003194006,0.0000499844,0.0007079359,0.00001826935,0.0007457275,0.001199149,0.0001543719,0.0001304827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955668,0.0008309808,0.00002235385,0.001467236,0.0002259773,0.0001628593,0.0001806736,0.0000117472,0.001531385],"genre_scores_gemma":[0.9994926,0.00002450994,0.00002503032,0.0001956915,0.00001759029,0.000007399484,0.00005722228,0.000008700193,0.0001712321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02400567,"threshold_uncertainty_score":0.427953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024843906584971,"score_gpt":0.2192983409462219,"score_spread":0.1990499018803722,"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."}}