{"id":"W4415655339","doi":"10.1098/rsbl.2025.0447","title":"Habitat and seasonal drivers of leukocyte profiles within and across Neotropical bat species","year":2025,"lang":"en","type":"article","venue":"Biology Letters","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Division of Biological Infrastructure; American Museum of Natural History; Edward Mallinckrodt, Jr. Foundation; National Geographic Society; Research Corporation for Science Advancement","keywords":"Habitat; Dry season; Seasonality; Wildlife; Wet season; Reproduction; Seasonal breeder; Abundance (ecology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505876,0.0001195865,0.0002399607,0.00001009444,0.0002509652,0.000008447128,0.000102911,0.0001669879,0.00002632558],"category_scores_gemma":[0.00007650843,0.00004769116,0.00003742601,0.00008382534,0.001603993,0.00003476015,0.0001816855,0.0001180685,0.000002471102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007973123,"about_ca_system_score_gemma":0.00000444542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003327856,"about_ca_topic_score_gemma":0.000586215,"domain_scores_codex":[0.9991984,0.0001081536,0.0001527609,0.0002750346,0.00002524081,0.0002403481],"domain_scores_gemma":[0.9994946,0.0003615115,0.00005824783,0.00003158659,0.00002162016,0.00003243334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004989531,0.0000112983,0.7628563,0.000007021408,0.00005460324,0.000001930972,0.0001136809,1.808754e-7,0.2316294,0.001550494,0.001646302,0.00207882],"study_design_scores_gemma":[0.0001874344,0.0001442625,0.9908882,0.000009954113,0.00001154653,0.000005809849,0.0006939117,0.000006184711,0.003589377,0.0003106665,0.004061167,0.00009146882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980817,0.0006130039,0.000004461622,0.01805564,0.0002064225,0.00009662215,0.00003752018,0.00002254881,0.0001468012],"genre_scores_gemma":[0.9970648,0.0001757034,0.0001174915,0.002412188,0.00005987793,0.00001020611,0.00001891391,3.552468e-7,0.0001405027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2280401,"threshold_uncertainty_score":0.5909977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306909347840874,"score_gpt":0.2270205184957249,"score_spread":0.2139514250173162,"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."}}