{"id":"W4401729465","doi":"10.1093/jme/tjae106","title":"Preparation for targeted sterile insect technique to control invasive <i>Aedes aegypti</i> (Diptera: Culicidae) in southern California: dose-dependent response, survivorship, and competitiveness","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sterile insect technique; Survivorship curve; Biology; Sterility; Aedes aegypti; Fecundity; Larva; Zoology; Ecology; PEST analysis; Botany; Demography; Population","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":[0.0002152753,0.0003891602,0.0002468993,0.0002100957,0.0002190904,0.0002075435,0.0002567079,0.0001751263,0.001168153],"category_scores_gemma":[0.0001547609,0.0001616433,0.000378337,0.0001042282,0.0001713302,0.0001585765,0.0001376624,0.0004175717,0.000245044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821744,"about_ca_system_score_gemma":0.0002777745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464823,"about_ca_topic_score_gemma":0.005517813,"domain_scores_codex":[0.9998125,0.00002158286,0.00001697639,0.00005407056,0.00007104668,0.00002386316],"domain_scores_gemma":[0.9998642,0.00001282804,0.00005606616,0.00001545272,0.00002773907,0.00002366863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001787551,0.0001823986,0.006264541,0.00007741141,0.00001867628,0.00005300364,0.00006917337,0.0001161202,0.9844082,0.00003589588,0.0002834475,0.008312401],"study_design_scores_gemma":[0.00009423324,0.01229567,0.2659079,0.00006520999,0.0001746784,0.0008448218,0.0004961523,0.001483164,0.7096946,0.00005844617,0.008847086,0.00003813421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915535,0.000718875,0.005262164,0.00009624552,0.0000470917,0.0003018798,0.0004700141,0.000113076,0.001437137],"genre_scores_gemma":[0.970361,0.001327842,0.02160526,0.000184927,0.00002348098,0.0004435436,0.00194963,0.0000419221,0.004062453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002464823,"threshold_uncertainty_score":0.004900992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424543010068253,"score_gpt":0.3143688658472648,"score_spread":0.3001234357465822,"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."}}