{"id":"W2462280320","doi":"10.1007/s11829-016-9446-8","title":"Biology, host preferences and fitness of Oulema melanopus (Coleoptera: Chrysomelidae), a recent invasive pest in Western Canada","year":2016,"lang":"en","type":"article","venue":"Arthropod-Plant Interactions","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"Alberta Innovates Bio Solutions; Alberta Crop Industry Development Fund","keywords":"PEST analysis; Host (biology); Biology; Leaf beetle; Ecology; Botany; Larva","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":[0.0001513669,0.0001826964,0.0001063939,0.0004885687,0.001063724,0.00067521,0.0003455828,0.0002238545,0.0013428],"category_scores_gemma":[0.0003665726,0.0001250999,0.0001087844,0.0004104471,0.0005437137,0.0002319149,0.0002407836,0.0002726434,0.0001644013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004742892,"about_ca_system_score_gemma":0.001861876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8701276,"about_ca_topic_score_gemma":0.9645032,"domain_scores_codex":[0.9998858,0.00001102533,0.000003110589,0.00002219883,0.00003047821,0.00004739034],"domain_scores_gemma":[0.9995919,0.00003884076,0.00006835664,0.00001217199,0.0001248703,0.0001638359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004989451,0.0002416097,0.9527883,0.00002607512,0.00006160445,0.0002030365,0.00243228,0.0001751814,0.03399642,0.0001536971,0.0003593438,0.009063576],"study_design_scores_gemma":[0.000001521359,0.00003032467,0.9989707,0.000001233012,0.00000481795,0.00004331902,0.0005212599,0.00007397894,0.0001921944,0.000007492822,0.0001506203,0.000002539012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994523,0.00009028531,0.000008695676,0.00001525312,4.667637e-7,0.000002173519,0.00005475156,7.165078e-7,0.0003753525],"genre_scores_gemma":[0.9989346,0.00006194727,0.00002421468,0.00001386942,3.605803e-7,0.000001449942,0.00006361771,9.376345e-7,0.0008989814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298724,"threshold_uncertainty_score":0.2612744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778810023011735,"score_gpt":0.2304354238004501,"score_spread":0.2126473235703328,"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."}}