{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001059235,0.0003642227,0.0005950521,0.0003120274,0.0001607594,0.0000722722,0.0006186554,0.0003749494,0.0004929088],"category_scores_gemma":[0.00006418519,0.0003193104,0.00007458877,0.0003181946,0.0007555665,0.0001296946,0.002661218,0.001107315,0.0002081678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987818,"about_ca_system_score_gemma":0.00009838083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147131,"about_ca_topic_score_gemma":0.005345022,"domain_scores_codex":[0.9968451,0.0002770846,0.00043828,0.0009044425,0.0007448004,0.0007902735],"domain_scores_gemma":[0.9986125,0.0002942898,0.0001961767,0.0006860419,0.00005316043,0.0001578474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006947895,0.0003342269,0.9393659,0.00149237,0.0001412238,0.0003623773,0.001565583,0.004968225,0.04890517,0.0002905212,0.0005594233,0.001320234],"study_design_scores_gemma":[0.001201551,0.0004648221,0.9919555,0.000473931,0.00002570993,0.00002822366,0.001521077,0.000524737,0.002740321,0.0001851213,0.0005016818,0.0003773074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992025,0.003015309,0.00001260519,0.00009555407,0.0001903338,0.001953825,0.00007413237,0.00003184681,0.00260141],"genre_scores_gemma":[0.9937897,0.003786921,0.0002298895,0.00003012146,0.00003591987,0.0001625747,0.0000509705,0.00004774028,0.001866146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05258966,"threshold_uncertainty_score":0.9999259,"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."}}