{"id":"W4249196831","doi":"10.21203/rs.2.11535/v1","title":"Genomic content of chemosensory genes correlates with host range in wood-boring beetles (Dendroctonus ponderosae, Agrilus planipennis, and Anoplophora glabripennis)","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"Agricultural Research Service; Vetenskapsrådet; University of Wisconsin Oshkosh; Western Canada Research Grid; Compute Canada; Svenska Forskningsrådet Formas; U.S. Department of Agriculture","keywords":"Agrilus; Emerald ash borer; Biology; Dendroctonus; Buprestidae; Mountain pine beetle; Evolutionary biology; Zoology; Ecology; Bark beetle; Fraxinus; Curculionidae","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005334722,0.0001551063,0.0001277803,0.0005428233,0.0001234938,0.000213633,0.00007254203,0.0001979759,0.002245501],"category_scores_gemma":[0.0002528891,0.0001093612,0.0001315516,0.0002853666,0.0001706902,0.00008837866,0.0001373749,0.0002248672,0.0002121435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005615138,"about_ca_system_score_gemma":0.00003730947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528885,"about_ca_topic_score_gemma":0.001296117,"domain_scores_codex":[0.9999292,0.000008046989,0.000003204252,0.00003385729,0.000007357894,0.00001833532],"domain_scores_gemma":[0.9996765,0.00009423503,0.0001339267,0.00001734502,0.0000166654,0.00006136858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001530855,0.0001381441,0.4752511,0.00005183172,0.0001881821,0.0002041486,0.0003725968,0.0001887207,0.5146733,0.0001320847,0.0003011535,0.006967879],"study_design_scores_gemma":[0.000005152512,0.00004502409,0.9974953,0.000001465805,0.00001619248,0.0001193206,0.00006897293,0.00006919635,0.002047493,0.00002528982,0.0001048147,0.000001854317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994839,0.00003960482,0.00004595891,0.000009405945,0.000001107367,6.374735e-7,0.0003088805,0.000002536051,0.0001079346],"genre_scores_gemma":[0.9987431,0.00003403945,0.00008653766,0.0000195026,0.000003244298,0.00000347421,0.0006076139,0.000003510472,0.0004990599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245501,"threshold_uncertainty_score":0.007511973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0426692130640464,"score_gpt":0.2846340658780703,"score_spread":0.2419648528140239,"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."}}