{"id":"W2914478987","doi":"10.7202/1055355ar","title":"Interceptions and captures of Halyomorpha halys (Hemiptera: Pentatomidae) in Quebec from 2008 to 2018","year":2018,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Agriculture and Agri-Food Canada; Institut de Recherche et de Développement en Agroenvironnement","funders":"","keywords":"Pentatomidae; Nymph; Biology; Hemiptera; Orchard; Population; Heteroptera; Habitat; Population density; Ecology; Geography; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008263974,0.0001010159,0.0001590379,0.00002669579,0.0001075523,0.00002443525,0.000078269,0.00005531297,0.0004086143],"category_scores_gemma":[0.00004413517,0.00004670439,0.00003359631,0.0002410751,0.00009761722,0.0001093875,0.00007639426,0.00007952144,0.00005209142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004828734,"about_ca_system_score_gemma":0.000003355882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1570133,"about_ca_topic_score_gemma":0.3950076,"domain_scores_codex":[0.9992948,0.0000374994,0.0001866737,0.000239131,0.00009769387,0.0001441748],"domain_scores_gemma":[0.9997467,0.00004281169,0.0000564833,0.00004873133,0.00005832003,0.00004689398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006604031,0.00005716337,0.04094937,0.000005109306,0.00001395317,0.00000114089,0.001602388,0.000001080477,0.8690907,0.000007876039,0.001283434,0.08692172],"study_design_scores_gemma":[0.0001454541,0.0002359501,0.8801218,0.00005664795,0.000007274424,0.000002575314,0.0005616444,0.00003641839,0.1125456,0.000304881,0.005846065,0.0001356557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980133,0.00008868987,0.00005347531,0.0007639666,0.0001547331,0.0002564774,0.00002630488,0.00003028791,0.0006127321],"genre_scores_gemma":[0.9990921,0.00001622451,0.0001596316,0.0001441,0.0003364692,0.00005429379,0.000008746432,8.703564e-7,0.0001875728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8391724,"threshold_uncertainty_score":0.8486002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008171196234102,"score_gpt":0.2370245708167097,"score_spread":0.2169428588543686,"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."}}