{"id":"W4312102193","doi":"10.21203/rs.3.rs-2387151/v1","title":"A mosquito vector control model based on incompatible and sterile insect techniques","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Science and Technology Planning Project of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Sterile insect technique; Wolbachia; Biology; Vector (molecular biology); Population; Mosquito control; Vector control; Ecology; Host (biology); Engineering; Malaria; Medicine; Genetics; Environmental health; PEST analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000712257,0.001071893,0.001216619,0.0006559907,0.0006517237,0.001366204,0.002010232,0.002401395,0.004962632],"category_scores_gemma":[0.00114773,0.0005448338,0.001080521,0.0004030771,0.001132464,0.001375619,0.001159231,0.001314428,0.0003189055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193993,"about_ca_system_score_gemma":0.001065183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321641,"about_ca_topic_score_gemma":0.005251859,"domain_scores_codex":[0.9996495,0.00008976117,0.00001636789,0.00009183119,0.00005578545,0.00009677141],"domain_scores_gemma":[0.9994566,0.0001918734,0.000179553,0.0000171531,0.00007882606,0.00007600317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001646797,0.0001036978,0.001567034,0.0001411066,0.00008363664,0.0006089098,0.0001655394,0.9350671,0.009859081,0.04866822,0.0008350334,0.002735974],"study_design_scores_gemma":[0.00004449024,0.00006884334,0.0001792994,0.000004867811,0.00002364223,0.00002965043,0.00002279958,0.997402,0.0001802044,0.001795304,0.000238389,0.00001054368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.570687,0.001554103,0.3925273,0.002686382,0.0002235866,0.0002764757,0.0009021909,0.0002733183,0.03086959],"genre_scores_gemma":[0.9779349,0.0004141055,0.006468981,0.00008785148,0.00003949382,0.0001974637,0.0001002299,0.00001573292,0.01474114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321641,"threshold_uncertainty_score":0.02627897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339268339668421,"score_gpt":0.3455287935520234,"score_spread":0.2621361101553392,"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."}}