{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174553,0.0003603881,0.0001983022,0.0009887349,0.001020671,0.0006475921,0.0005695079,0.0002590044,0.001344437],"category_scores_gemma":[0.0003949425,0.0003222282,0.0002556752,0.001028225,0.000455192,0.0002426808,0.0004201503,0.0002926044,0.0002510446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006116047,"about_ca_system_score_gemma":0.002991894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.932599,"about_ca_topic_score_gemma":0.9840958,"domain_scores_codex":[0.9998634,0.00001236157,0.000009134152,0.00003030774,0.00003838411,0.00004635473],"domain_scores_gemma":[0.999346,0.00002952281,0.0001214119,0.00001896648,0.0002505932,0.0002334394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003058313,0.00001319554,0.9960005,0.0000145683,0.00003306409,0.00005629055,0.000513066,0.00004260586,0.001523124,0.00001416964,0.0001789359,0.001580016],"study_design_scores_gemma":[0.000001778526,0.00001374363,0.998956,0.000005950149,0.000009055871,0.00003701805,0.0006265878,0.00007103167,0.00007424367,0.000001881325,0.0002004527,0.000002358089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987186,0.0001420407,0.00003075836,0.00002644683,0.000002227257,0.0000124978,0.0005328172,0.000005655077,0.0005288064],"genre_scores_gemma":[0.9984589,0.0001894711,0.0001270043,0.00003648469,0.000001669339,0.00001057864,0.0004872684,0.000001938962,0.0006866721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06740099,"threshold_uncertainty_score":0.1355958,"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."}}