{"id":"W4410510848","doi":"10.1002/oik.11354","title":"Hummingbird flower visitation rates vary with species traits, floral abundance and phenology across bioregions","year":2025,"lang":"en","type":"article","venue":"Oikos","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Chico Mendes de Conservação da Biodiversidade; Smithsonian Tropical Research Institute; Universidad de Costa Rica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministry of Environment; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerio del Ambiente, Agua y Transición Ecológica; European Commission; York University; Smithsonian Institution; National Science Foundation","keywords":"Hummingbird; Phenology; Abundance (ecology); Ecology; Biology; Frugivore; Geography; Habitat","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":[0.0003124883,0.0002283901,0.0002948807,0.0009837155,0.0002791223,0.0003041087,0.0002259888,0.0002180992,0.0009783668],"category_scores_gemma":[0.0005796183,0.0001377758,0.0002229282,0.0004535098,0.0003058247,0.0003025335,0.0004592135,0.0001977531,0.0001656551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248338,"about_ca_system_score_gemma":0.0000794345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516372,"about_ca_topic_score_gemma":0.01320276,"domain_scores_codex":[0.9997905,0.00004592288,0.00001014824,0.00008972821,0.00002656551,0.00003718278],"domain_scores_gemma":[0.9995418,0.0001080999,0.000170141,0.00004934701,0.00005514631,0.00007550334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009610735,0.00002142754,0.9653976,0.00005910051,0.0001306749,0.00007170271,0.0007410325,0.0001626734,0.0252083,0.00002535359,0.00009724645,0.007988852],"study_design_scores_gemma":[2.448822e-7,0.000008667253,0.9995764,0.000001572064,0.000006057295,0.00003722427,0.00009975563,0.00007097526,0.0001379957,0.000007154956,0.00005276758,0.000001212597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993669,0.0001380417,0.0001998843,0.000005270279,0.000001128301,0.000002286559,0.00009297761,0.000007357313,0.0001862182],"genre_scores_gemma":[0.9994872,0.0000480432,0.0002261971,0.00001401553,0.000002241638,0.000004824672,0.0001244249,0.000002503238,0.00009055379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004516372,"threshold_uncertainty_score":0.008980155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961086271702517,"score_gpt":0.2409915231629864,"score_spread":0.2113806604459613,"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."}}