{"id":"W2259723146","doi":"","title":"Biology and Management of the Dutch Elm Disease Vector, Hylurgopinus rufipes Eichhoff (Coleoptera: Curculionidae) in Manitoba","year":2011,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Biology; Bionomics; Population; Curculionidae; Spore; Brood; Bifenthrin; Horticulture; Botany; Ecology; Larva; Pesticide; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411386,0.0001165758,0.0001530177,0.0000684943,0.0001344115,0.000003128538,0.0004064689,0.00005948036,0.0001439826],"category_scores_gemma":[0.000004271657,0.0001129739,0.0000608809,0.0002353374,0.0005135824,0.0001295499,0.0007556766,0.00008836832,0.00005499433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009939194,"about_ca_system_score_gemma":0.00000589717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00794757,"about_ca_topic_score_gemma":0.326636,"domain_scores_codex":[0.9992281,0.00008308704,0.00009655154,0.0002618957,0.0001186106,0.0002118152],"domain_scores_gemma":[0.9994993,0.00001741677,0.0001137048,0.0002990363,0.000006842787,0.00006370663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049442,0.0001948748,0.9907743,0.00007922784,0.00004521551,0.00006163016,0.0003057784,0.00009404571,0.00008238274,0.006694108,0.000592221,0.0009712796],"study_design_scores_gemma":[0.0005109824,0.00007488529,0.9933364,0.00003842408,0.00005661798,0.000001345249,0.002405026,0.0001414431,0.00003580076,0.001166138,0.002121161,0.0001117436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861358,0.00005523386,0.0001060333,0.0003815268,0.0001434417,0.0003791594,0.000006170455,0.00001541497,0.01277722],"genre_scores_gemma":[0.9989935,0.0001916507,0.000515609,0.00005266557,0.000004875257,0.000001650618,0.000001895209,0.000004892864,0.0002333053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3186884,"threshold_uncertainty_score":0.9986586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259368842665856,"score_gpt":0.181868447933961,"score_spread":0.1692747595073025,"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."}}