{"id":"W4411377626","doi":"10.3390/insects16060637","title":"Development of a New Trapping System with Potential Implementation as a Tool for Mosquito-Borne Arbovirus Surveillance","year":2025,"lang":"en","type":"article","venue":"Insects","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Fundação Oswaldo Cruz; Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Chikungunya; Arbovirus; Biology; Arbovirus Infections; Dengue fever; Aedes aegypti; Virology; Aedes; Transmission (telecommunications); Virus; Ecology; Larva","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009723262,0.0006606785,0.000471936,0.0005914893,0.0003801349,0.0005972978,0.00156326,0.000666688,0.00288776],"category_scores_gemma":[0.0007563953,0.0003315257,0.0005531845,0.0002792599,0.000239547,0.000815732,0.0006008536,0.0005238034,0.001180102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869449,"about_ca_system_score_gemma":0.0005949025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763651,"about_ca_topic_score_gemma":0.003188865,"domain_scores_codex":[0.9993356,0.0001150217,0.00004041394,0.0001842002,0.0002393973,0.00008533661],"domain_scores_gemma":[0.9994813,0.00009460712,0.000081345,0.00007148475,0.0001917989,0.00007943701],"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":[0.0003514209,0.0006165609,0.008940781,0.0008117988,0.0001073007,0.0003072915,0.0001998278,0.00151898,0.8197401,0.0007233397,0.002481565,0.164201],"study_design_scores_gemma":[0.0003605674,0.01666761,0.07262201,0.0004200772,0.001074071,0.004286283,0.0007829222,0.07725007,0.7266183,0.0007916074,0.09867958,0.0004468757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5341911,0.003303045,0.4394584,0.001052512,0.0009346897,0.004510903,0.003100192,0.004316874,0.009132231],"genre_scores_gemma":[0.4789295,0.001467382,0.5047444,0.0006690816,0.0001187915,0.001965382,0.002611935,0.0001340638,0.009359486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00288776,"threshold_uncertainty_score":0.009660482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166013793415198,"score_gpt":0.2937115742405595,"score_spread":0.2820514363064076,"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."}}