{"id":"W2801353475","doi":"10.7939/r31z4207j","title":"Sustainable management of the cereal leaf beetle, Oulema melanopus (Coleoptera: Chrysomelidae), a new invasive insect pest of cereal crops in western Canada","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agronomy; Biology; PEST analysis; Integrated pest management; Insect; Insect pest; Pest control; Agroforestry; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001014242,0.0002055898,0.00006961478,0.000231705,0.001112238,0.0005280547,0.0004207788,0.0001386927,0.0006409813],"category_scores_gemma":[0.0001903258,0.00005194642,0.00009798787,0.0001983822,0.0002761663,0.0002235525,0.0004485389,0.0001682486,0.00004814936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005366815,"about_ca_system_score_gemma":0.009718384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8483294,"about_ca_topic_score_gemma":0.9701411,"domain_scores_codex":[0.9999146,0.000007223668,0.00000197483,0.00001177473,0.00002331246,0.00004097298],"domain_scores_gemma":[0.9998513,0.000004853783,0.00002983682,0.000002340902,0.0000455777,0.00006605474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002596317,0.0003421743,0.6880704,0.000472693,0.0001176781,0.001003882,0.003362054,0.004191766,0.08858626,0.002186822,0.006182849,0.2052238],"study_design_scores_gemma":[0.00002030535,0.0002534981,0.9603747,0.000121459,0.00006743727,0.0002362723,0.009358993,0.004746735,0.004367252,0.0005698515,0.01985577,0.0000277016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907984,0.001751556,0.0004840926,0.0009993021,0.000007896857,0.00004004454,0.0001625037,0.00001776983,0.005738523],"genre_scores_gemma":[0.9964221,0.001074653,0.000755018,0.00009006532,0.000002019574,0.000006623685,0.00007877415,0.000001741078,0.001569135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516706,"threshold_uncertainty_score":0.3051276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006086368475640141,"score_gpt":0.1470679479158237,"score_spread":0.1409815794401835,"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."}}