{"id":"W4412193234","doi":"10.1093/ee/nvaf070","title":"Seasonal phenology of <i>Empoasca fabae</i> (Hemiptera: Cicadellidae) in Québec, Canada","year":2025,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Phenology; PEST analysis; Biology; Population; Ecology; Hemiptera; Climate change; Growing season; Demography; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002104773,0.0001983076,0.0001563818,0.0006728214,0.0008121948,0.0005863344,0.0003816156,0.0001862258,0.00250401],"category_scores_gemma":[0.0003837252,0.0000737042,0.0002026731,0.0007918325,0.0002213455,0.0002007992,0.000146012,0.0001799669,0.0002242132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001971,"about_ca_system_score_gemma":0.004387803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896156,"about_ca_topic_score_gemma":0.9967735,"domain_scores_codex":[0.9999211,0.00000639744,0.000003043156,0.0000245036,0.0000174694,0.00002737075],"domain_scores_gemma":[0.9995222,0.00005020959,0.00007109145,0.00001385233,0.0002469654,0.00009559013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009050815,0.00004994294,0.9666849,0.00005368171,0.00008160121,0.0001146099,0.0006842447,0.002054016,0.003173739,0.0001515969,0.00536262,0.02149858],"study_design_scores_gemma":[0.000003063259,0.000008703457,0.9962282,0.00001216683,0.00001003149,0.00002084797,0.0003398983,0.001376498,0.0001064766,0.000006381355,0.001882346,0.000005352639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899483,0.0005938548,0.0003443974,0.0001608112,0.000007567915,0.00002453525,0.00545196,0.0000522099,0.003416445],"genre_scores_gemma":[0.9953918,0.0002087116,0.0003714303,0.00005076967,0.000001730808,0.0000107596,0.002079931,0.000007127675,0.001877498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038444,"threshold_uncertainty_score":0.07269841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005111881429284587,"score_gpt":0.1797681260467479,"score_spread":0.1746562446174633,"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."}}