{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009000013,0.0001843991,0.0002855737,0.00003985639,0.0001505475,0.0000352697,0.0001648913,0.00006915553,0.001037588],"category_scores_gemma":[0.00008385673,0.00007043218,0.00004400017,0.0001719113,0.00009351689,0.0002468213,0.00005814974,0.0001473252,0.00002215129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008013274,"about_ca_system_score_gemma":0.00008295749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.311252,"about_ca_topic_score_gemma":0.9778157,"domain_scores_codex":[0.9987565,0.0001179665,0.000398316,0.0003183207,0.0001167169,0.0002922049],"domain_scores_gemma":[0.9986321,0.0008896888,0.0001888565,0.00008146805,0.0001185776,0.00008930774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002304862,0.0003039526,0.512478,0.00001735489,0.00009824749,0.00003745678,0.0002470045,0.000001680326,0.4123615,0.0005706485,0.001451294,0.07220236],"study_design_scores_gemma":[0.0009873034,0.0007978692,0.79427,0.0006889883,0.00004054365,0.0003353611,0.001919236,0.00001802953,0.02915617,0.0003750984,0.1708287,0.000582658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926588,0.0001355128,0.000004394195,0.003962345,0.0006484602,0.0002283594,0.001344029,0.0000212774,0.0009968028],"genre_scores_gemma":[0.9980696,0.001138749,0.00001044182,0.0001852395,0.0001131725,0.00005951463,0.0001165399,0.000001447549,0.0003053339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6665637,"threshold_uncertainty_score":0.9998756,"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."}}