{"id":"W4210308998","doi":"10.1038/s41598-022-05677-y","title":"Vertical stratification of insect abundance and species richness in an Amazonian tropical forest","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministério da Ciência, Tecnologia, Inovações e Comunicações; Kyoto University; Fundação de Amparo à Pesquisa do Estado do Amazonas; Instituto Nacional de Pesquisas da Amazônia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Fundação de Amparo à Pesquisa do Estado de São Paulo; Japan International Cooperation Agency; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Species richness; Abundance (ecology); Ecology; Biodiversity; Biology; Dolichopodidae; Fauna; Species diversity; Geography; Genus","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":[0.0001805155,0.0001190589,0.0001233481,0.000509534,0.0002778426,0.000316736,0.0001670763,0.0001242224,0.0004134116],"category_scores_gemma":[0.0006905016,0.0001413468,0.0001250284,0.0004193032,0.0004252866,0.000223935,0.0002695051,0.0001166196,0.00005208034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477504,"about_ca_system_score_gemma":0.0001966404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174465,"about_ca_topic_score_gemma":0.04145277,"domain_scores_codex":[0.999884,0.00002500403,0.00000971489,0.00003048287,0.00002311873,0.00002760422],"domain_scores_gemma":[0.9995555,0.00008969429,0.0001909599,0.00002565944,0.00005115532,0.00008701464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003660349,0.00001603639,0.9941954,0.000009478099,0.00002383833,0.00005655485,0.0004426201,0.00008381134,0.00324179,0.00003667051,0.00002287388,0.001834336],"study_design_scores_gemma":[0.000001405616,0.00001735071,0.9994451,0.000001483059,0.000003634296,0.00004071914,0.0001737014,0.0002173599,0.00004861939,0.00001325973,0.000035934,0.000001351754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998081,0.0000324221,0.00003413918,0.00000554249,3.010187e-7,0.000001555778,0.00002464086,0.000001127816,0.00009211093],"genre_scores_gemma":[0.9998845,0.00001700581,0.00004975428,0.000002746428,5.239685e-7,0.000001319796,0.00002696915,3.188725e-7,0.00001694464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174465,"threshold_uncertainty_score":0.04323614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069991262477701,"score_gpt":0.2209985598360471,"score_spread":0.1702986472112701,"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."}}