{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003853649,0.0001191676,0.0002032589,0.0005358582,0.0003189733,0.0003507937,0.0002259308,0.0001382364,0.000992607],"category_scores_gemma":[0.0006201509,0.0001274422,0.0001556873,0.0003809059,0.0005086457,0.0002830566,0.0004432753,0.0001879402,0.00009083834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390307,"about_ca_system_score_gemma":0.00019953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184594,"about_ca_topic_score_gemma":0.05632505,"domain_scores_codex":[0.9998236,0.00004634493,0.000007516152,0.000076697,0.00001499593,0.0000307808],"domain_scores_gemma":[0.9996175,0.00006720969,0.0001362419,0.00004216177,0.00005044842,0.00008654127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009162206,0.00002139058,0.9918791,0.00001194305,0.00005186782,0.00003233096,0.0005530898,0.0001393232,0.004738949,0.00005392999,0.0000535754,0.002372922],"study_design_scores_gemma":[3.849002e-7,0.000007585202,0.9996846,9.499681e-7,0.000002635488,0.00001314325,0.0001604166,0.00007768046,0.00001434908,0.00001014258,0.00002737132,6.889469e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997172,0.00005647286,0.00004210686,0.000007892148,6.69652e-7,0.00000142403,0.00004730974,0.000001437903,0.0001255484],"genre_scores_gemma":[0.9997596,0.00002626358,0.00006137503,0.000008492429,7.988889e-7,0.000002802496,0.0000802369,0.000001152226,0.00005921639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184594,"threshold_uncertainty_score":0.03670394,"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."}}