{"id":"W4377967457","doi":"10.1101/2023.05.22.541709","title":"Bat cellular immunity varies by year and dietary habit in an increasingly fragmented landscape","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"European Social Fund; State University of New York; Edna Bailey Sussman Foundation; Achievement Rewards for College Scientists Foundation; U.S. Department of Agriculture; National Geographic Society; Research Corporation for Science Advancement; National Science Foundation","keywords":"Desmodus rotundus; Biology; Bartonella; Habitat fragmentation; Fragmentation (computing); Ecology; Habitat destruction; Immunity; Habitat; Zoology; Immunology; Immune system; Virology; Rabies","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":[0.0002600515,0.00009003795,0.0001417317,0.0005498438,0.0003913539,0.000470093,0.0001857445,0.0001748005,0.001020218],"category_scores_gemma":[0.0003965636,0.0001051885,0.0001203749,0.000379207,0.0004376806,0.0003506637,0.0003466812,0.0002089311,0.0001021451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993039,"about_ca_system_score_gemma":0.0001673482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162343,"about_ca_topic_score_gemma":0.04581827,"domain_scores_codex":[0.9998423,0.00003238381,0.000006218338,0.00005240044,0.00002178351,0.00004489958],"domain_scores_gemma":[0.9995939,0.00004416338,0.0002039603,0.00002314279,0.0000495719,0.00008516499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003508986,0.00001836682,0.996521,0.000003751563,0.0000208865,0.00003881635,0.0003368885,0.00006796148,0.001867468,0.00001967344,0.00005337701,0.001016826],"study_design_scores_gemma":[3.12474e-7,0.00001299667,0.9996824,9.750069e-7,0.00000139466,0.00002826766,0.000181051,0.00003666304,0.00001639497,0.000003979251,0.00003513588,3.600998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998159,0.0000275423,0.0000229211,0.000009097154,4.69189e-7,0.000001035019,0.00002973674,7.248137e-7,0.00009255006],"genre_scores_gemma":[0.9998363,0.00001474611,0.00003047037,0.000009504472,0.000001178743,0.000001476328,0.00005579263,3.518988e-7,0.00005001953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162343,"threshold_uncertainty_score":0.03227961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965467298076613,"score_gpt":0.2016213882286774,"score_spread":0.1819667152479112,"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."}}