{"id":"W2757141234","doi":"10.1371/journal.pone.0180821","title":"The sterile insect technique for the management of the spotted wing drosophila, Drosophila suzukii: Establishing the optimum irradiation dose","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Collège Montmorency; Institut de Recherche et de Développement en Agroenvironnement","funders":"Agriculture and Agri-Food Canada; Ministère de l'Éducation et de l'Enseignement supérieur; International Atomic Energy Agency; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Drosophila suzukii; Sterile insect technique; Biology; Fecundity; Irradiation; Drosophila (subgenus); Pupa; Wing; Drosophilidae; Larva; Insect; Gamma irradiation; PEST analysis; Zoology; Toxicology; Drosophila melanogaster; Horticulture; Botany; Population; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009462123,0.0001478321,0.0001584909,0.000006470082,0.002537302,0.0004608585,0.001584958,0.00008480829,0.00001387904],"category_scores_gemma":[0.00008378051,0.00003622612,0.0001513833,0.0001230417,0.0002090401,0.00020837,0.0002928451,0.0002017314,0.000001511333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003298293,"about_ca_system_score_gemma":0.000007232713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002880613,"about_ca_topic_score_gemma":0.0002004124,"domain_scores_codex":[0.9988384,0.00008066453,0.0002485509,0.000206667,0.0003545549,0.0002711383],"domain_scores_gemma":[0.9986905,0.0004141068,0.0003144457,0.0004515743,0.0001047523,0.00002457619],"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":[0.00007883985,0.0001846145,0.003323188,0.00002633327,0.0001121533,0.000001056146,0.00014308,0.000002211272,0.9764029,0.002768531,0.0001364839,0.01682063],"study_design_scores_gemma":[0.0002105293,0.0001814976,0.9546614,0.0001822165,0.0002290523,0.00000148731,0.0002377183,0.0003092189,0.03863997,0.004247753,0.0009356055,0.0001635158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987765,0.0001226171,0.00000730047,0.008812425,0.0001083833,0.002328515,0.00004226895,0.0000659737,0.0007474834],"genre_scores_gemma":[0.9981737,0.0001571341,0.0001143875,0.0002057838,0.0002735447,0.0007952146,0.000007620075,0.000003242522,0.0002694134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9513382,"threshold_uncertainty_score":0.9987612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06269421158701687,"score_gpt":0.242707391265412,"score_spread":0.1800131796783951,"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."}}