{"id":"W4290420493","doi":"10.1111/eva.13466","title":"Host association, environment, and geography underlie genomic differentiation in a major forest pest","year":2022,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Host (biology); Ecology; PEST analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005348906,0.0002282737,0.0002027052,0.0005119133,0.0002232398,0.0004001512,0.0002259123,0.0002125239,0.0007504759],"category_scores_gemma":[0.0008756958,0.0001546715,0.0003335928,0.0003701136,0.0003555118,0.0001981081,0.0003397201,0.0002770561,0.00005616745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284592,"about_ca_system_score_gemma":0.0002079057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692984,"about_ca_topic_score_gemma":0.007028944,"domain_scores_codex":[0.9997278,0.0000985298,0.00001276816,0.0001074357,0.00002335125,0.00003010735],"domain_scores_gemma":[0.9995291,0.0002329497,0.0001321902,0.00004053634,0.00002641108,0.00003887282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003686639,0.0001207466,0.8173759,0.00005594681,0.0003355577,0.0001835761,0.0003505038,0.009153306,0.156991,0.001211042,0.000099757,0.01375399],"study_design_scores_gemma":[0.00000902611,0.0001010072,0.9598671,0.000005154992,0.00008540637,0.0001525335,0.0001640493,0.03631567,0.002269941,0.0008276969,0.0001918421,0.00001046829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976769,0.00003637732,0.002057715,0.000009283362,4.09087e-7,0.0000024806,0.00006198823,0.000009950062,0.0001450014],"genre_scores_gemma":[0.9992149,0.000008238766,0.0006893641,0.000004668574,6.637903e-7,0.000001951215,0.00004616426,0.000002480206,0.00003144972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004692984,"threshold_uncertainty_score":0.009331286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003947443261506977,"score_gpt":0.1795373119127026,"score_spread":0.1755898686511956,"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."}}