{"id":"W4410043572","doi":"10.1590/1809-4392202304181","title":"Phlebotomine sand flies (Diptera: Psychodidae) from peridomestic environments at Los Amigos Biological Station, Madre de Dios, Peru","year":2025,"lang":"en","type":"article","venue":"Acta Amazonica","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Conservation Fund of Canada; Beijing Innovation Center for Future Chip; Asociación para la Conservación de la Cuenca Amazónica","keywords":"Psychodidae; Geography; Biology; Ecology; Zoology; Leishmaniasis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002506909,0.0003097654,0.0005667192,0.0001420613,0.0002811743,0.00005380244,0.0002909157,0.000172944,0.001342479],"category_scores_gemma":[0.001051866,0.0002408839,0.0001469586,0.0002033623,0.0004305247,0.00009375657,0.0003659591,0.0003674508,0.0002236594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201063,"about_ca_system_score_gemma":0.0001378207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009137641,"about_ca_topic_score_gemma":0.00004344208,"domain_scores_codex":[0.9977214,0.0001531224,0.0004338039,0.0006408783,0.000434821,0.0006159559],"domain_scores_gemma":[0.9983037,0.0006483938,0.00009502874,0.0006716434,0.00006083854,0.0002204261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00133153,0.0006495969,0.6887749,0.0001073925,0.0008079159,0.000176825,0.0008538062,0.000004349717,0.2278043,0.0001263046,0.07290703,0.006456043],"study_design_scores_gemma":[0.002774979,0.0002801522,0.8816448,0.0001600951,0.0001249358,0.00001743961,0.0002627496,0.0001134232,0.003659343,0.0002995079,0.1104508,0.0002117112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813876,0.002488429,0.0001902153,0.009127083,0.0001408744,0.0007386975,0.0001259576,0.00008596102,0.005715239],"genre_scores_gemma":[0.9864632,0.003503742,0.001248746,0.001373805,0.0001689018,0.0001775092,0.0001899754,0.00002884465,0.006845281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224145,"threshold_uncertainty_score":0.9995704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325630962691292,"score_gpt":0.3198904648433004,"score_spread":0.2966341552163875,"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."}}