{"id":"W4200436056","doi":"10.1101/2021.12.16.473024","title":"Variation in the transcriptome response and detoxification gene diversity drives pesticide tolerance in fishes","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Winnipeg; University of Regina; University of Manitoba","funders":"Fisheries and Oceans Canada; U.S. Geological Survey; Great Lakes Fishery Commission","keywords":"Lamprey; Biology; Pesticide; Detoxification (alternative medicine); Transcriptome; Petromyzon; Biota; Ecology; Gene; Zoology; Gene expression; Genetics; Fishery","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":[0.00008123802,0.0001277396,0.0001560545,0.0002622173,0.0001698627,0.0002441329,0.00008529898,0.0001794025,0.001483234],"category_scores_gemma":[0.0001150339,0.0001324872,0.0001578978,0.0002043381,0.0002268586,0.0001510689,0.000271089,0.0002263426,0.0001961135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400892,"about_ca_system_score_gemma":0.0001218168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541263,"about_ca_topic_score_gemma":0.004300703,"domain_scores_codex":[0.9999171,0.000006434678,0.000004036908,0.00004099442,0.00001395835,0.00001736118],"domain_scores_gemma":[0.9999062,0.00001497501,0.00003341022,0.000008120581,0.00001807972,0.00001924872],"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":[0.00008339376,0.000005528524,0.01446778,0.00002844664,0.0000126061,0.0000270011,0.0000885983,0.00004571558,0.9844187,0.00003177498,0.00004781029,0.0007426658],"study_design_scores_gemma":[0.000004579255,0.00007555552,0.9575584,0.000006749852,0.00002345461,0.000151988,0.0003286545,0.0003489656,0.04065531,0.00006579544,0.0007718239,0.000008779889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988489,0.00009599369,0.0002280092,0.0000279239,0.000001869691,0.000002227652,0.000473924,0.000008140087,0.0003129338],"genre_scores_gemma":[0.9974717,0.00007914947,0.0003117713,0.00005504759,0.000002176327,0.00001089709,0.0006692107,0.00001130595,0.001388808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002541263,"threshold_uncertainty_score":0.005052924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429622353490666,"score_gpt":0.1948208451409451,"score_spread":0.1805246216060384,"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."}}