{"id":"W4410644312","doi":"10.1016/j.scitotenv.2025.179534","title":"Human impact on the functional diversity of Gerromorpha (Hemiptera: Heteroptera) and differential sexual dimorphism responses in Amazonian aquatic ecosystems","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"New Relationship Trust; Pró-Reitoria de Pesquisa e Pós-Graduação, Universidade Federal do Pará; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Universidade Federal do Pará; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Ministério da Ciência, Tecnologia e Inovação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Heteroptera; Hemiptera; Sexual dimorphism; Ecology; Amazonian; Biology; Ecosystem; Zoology; Amazon rainforest","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022951,0.00008294395,0.00009214587,0.0004432278,0.0003268602,0.0003172858,0.0001277589,0.0001394094,0.00216684],"category_scores_gemma":[0.0005428036,0.00009103475,0.0001280811,0.0004908122,0.0003709826,0.0002153926,0.0003229771,0.0001742445,0.000110667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267851,"about_ca_system_score_gemma":0.0001736666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732671,"about_ca_topic_score_gemma":0.04483776,"domain_scores_codex":[0.9998751,0.0000336594,0.00000836489,0.0000229178,0.00002007952,0.00004002432],"domain_scores_gemma":[0.9997347,0.00004288043,0.0001044547,0.00001741498,0.00003146569,0.00006908151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009391876,0.00004099683,0.9874495,0.00001943118,0.00004500976,0.0001499732,0.001232326,0.00004587505,0.003126952,0.0001629232,0.00007868009,0.007554503],"study_design_scores_gemma":[4.505816e-7,0.00001053678,0.9993151,0.00000146094,0.000003398323,0.00005710309,0.0004293338,0.00003253733,0.00004425979,0.00002068585,0.00008431294,7.102969e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994717,0.0000832218,0.00001407728,0.00002744756,8.079691e-7,9.087898e-7,0.00005627022,6.833813e-7,0.0003449318],"genre_scores_gemma":[0.9998434,0.00003658594,0.00001054291,0.000005917525,0.000001026851,5.26611e-7,0.00002322532,4.051035e-7,0.00007848308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732671,"threshold_uncertainty_score":0.03445172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389513033786119,"score_gpt":0.2200638469694671,"score_spread":0.1961687166316059,"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."}}