{"id":"W2965495928","doi":"10.1101/718593","title":"Rapid resistance to pesticide control is predicted to evolve in an invasive fish","year":2019,"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":"Trent University; Ministry of Natural Resources and Forestry","funders":"Medical Research Council; Great Lakes Fishery Commission; Purdue University","keywords":"Lamprey; Petromyzon; Biology; Resistance (ecology); Pesticide; Invasive species; Tributary; Ecology; Fishery; Zoology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002520636,0.0002037222,0.0001916855,0.0003642996,0.000224979,0.0005051613,0.000208604,0.0005030094,0.002872731],"category_scores_gemma":[0.0005876007,0.0001114849,0.0003018337,0.0001968809,0.0002136666,0.0002827783,0.0002673396,0.000331582,0.0004991436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291587,"about_ca_system_score_gemma":0.0002236728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004242443,"about_ca_topic_score_gemma":0.004176888,"domain_scores_codex":[0.9999323,0.000008591192,0.000002637087,0.00002600419,0.000009217724,0.00002135942],"domain_scores_gemma":[0.9997911,0.00004928486,0.00007673605,0.00001617986,0.00002319277,0.0000435012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004717014,0.0002551448,0.4904816,0.0001165999,0.0002174491,0.001295984,0.0002658108,0.09871542,0.3723419,0.009990176,0.001658983,0.02418921],"study_design_scores_gemma":[0.0000710996,0.0006113398,0.4971474,0.00002285411,0.000153191,0.001451458,0.0005235314,0.4632383,0.02380307,0.007390969,0.005504439,0.00008227524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954321,0.00003178116,0.0030229,0.00009017059,0.000004654809,0.000003446296,0.0001100543,0.00003834103,0.001266504],"genre_scores_gemma":[0.9969922,0.00005444492,0.001453339,0.00003659197,0.000004240063,0.000006117488,0.0001709023,0.0000160259,0.001266166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004242443,"threshold_uncertainty_score":0.009610236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308796292004089,"score_gpt":0.2043335384072697,"score_spread":0.1912455754872288,"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."}}