{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870732,0.0001845762,0.0006643712,0.0003690672,0.00003590199,0.00004345847,0.0001648408,0.0002802012,0.0003645235],"category_scores_gemma":[0.001741069,0.0001376164,0.0001984892,0.0001807107,0.00009616712,0.00006682608,0.00004881906,0.000419306,0.00001429112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318992,"about_ca_system_score_gemma":0.0007390832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002019816,"about_ca_topic_score_gemma":0.0005616931,"domain_scores_codex":[0.9975091,0.0005560518,0.0007413884,0.000276504,0.0006110902,0.0003058511],"domain_scores_gemma":[0.9978119,0.001224976,0.0001542463,0.0001339082,0.0002082589,0.0004667119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.276639,0.003114689,0.05050857,0.003823013,0.003105415,0.01966141,0.0126019,0.0004374197,0.5823245,0.002796226,0.0029877,0.04200016],"study_design_scores_gemma":[0.2259041,0.1198665,0.2243517,0.0342044,0.00887615,0.05299636,0.02331952,0.03901098,0.0854146,0.01501272,0.1655827,0.005460185],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600633,0.002786562,0.02246812,0.01282899,0.0004156397,0.001196714,0.0001745258,0.00003074539,0.00003534983],"genre_scores_gemma":[0.9969163,0.00008539295,0.0001365337,0.002192689,0.0003577734,0.0001784229,0.00001449052,0.00002699557,0.00009142966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969099,"threshold_uncertainty_score":0.5611834,"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."}}