{"id":"W2415928940","doi":"10.1038/srep14188","title":"High diversity and rapid diversification in the head louse, Pediculus humanus (Pediculidae: Phthiraptera)","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Johannesburg; International Development Research Centre; Government of Canada; Genome Canada; Ontario Genomics; Alexandria University; Ontario Genomics Institute","keywords":"Louse; Biology; Zoology; Diversification (marketing strategy); Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883147,0.0001145333,0.0001370829,0.00003115201,0.001263057,0.0002140013,0.0002755806,0.00005623309,0.0001112368],"category_scores_gemma":[0.0001234363,0.00004144782,0.0000456232,0.0004845636,0.000337709,0.000214594,0.0004730558,0.0001104915,0.0000217959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760758,"about_ca_system_score_gemma":0.00001008385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562926,"about_ca_topic_score_gemma":0.001604074,"domain_scores_codex":[0.998179,0.00009751065,0.0002320993,0.0005313049,0.0007215122,0.0002385505],"domain_scores_gemma":[0.9993813,0.00006968065,0.0001493171,0.0001768279,0.0001172916,0.0001055887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000364497,0.0003597917,0.8528358,0.000009665117,0.00001606024,0.0006202661,0.01664218,0.000007746959,0.008714269,0.0002442302,0.08238626,0.03812732],"study_design_scores_gemma":[0.000184885,0.0001338297,0.9382141,0.00001183231,0.00001529756,0.0001507075,0.006701852,0.000009042315,0.0003024617,0.002595579,0.0515081,0.0001723017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943139,0.0002863209,7.979805e-7,0.001783618,0.001757598,0.0002806847,0.000003260004,0.00004336228,0.001530492],"genre_scores_gemma":[0.9989429,0.00001285216,0.000022301,0.0001119661,0.0001599348,0.000006068413,0.00003812417,4.901643e-7,0.0007053776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08537836,"threshold_uncertainty_score":0.9714543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07349617572585868,"score_gpt":0.236245609343799,"score_spread":0.1627494336179403,"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."}}