{"id":"W4406930577","doi":"10.1098/rsbl.2024.0431","title":"Microbial surveillance versus cytokine responsiveness in native and non-native house sparrows","year":2025,"lang":"en","type":"article","venue":"Biology Letters","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation of Sri Lanka; Sigma Xia","keywords":"Biology; Pathogen; Immune system; Novelty; Inflammation; Immunology; Parasite hosting; Cytokine; Ecology; Zoology; Organism; Immunity; Genetics","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":[0.0002907199,0.0002238055,0.0004003514,0.0002928396,0.0001491796,0.000006602201,0.0002010181,0.0003904602,0.00005008663],"category_scores_gemma":[0.0003457747,0.000209224,0.00005724736,0.0002399909,0.001044265,0.00005253893,0.0001178028,0.0003303572,0.00007631313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440513,"about_ca_system_score_gemma":0.00009086882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001764217,"about_ca_topic_score_gemma":0.0004417477,"domain_scores_codex":[0.9980394,0.0008198075,0.0002467699,0.0004817102,0.0000117191,0.0004005926],"domain_scores_gemma":[0.9984602,0.001177903,0.00008776727,0.0002084679,0.00004568545,0.00001995167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006855275,0.000099079,0.4015463,0.0000175547,0.0002908414,0.00004243541,0.0002849518,0.000007092143,0.581834,0.001462368,0.006959974,0.0006002063],"study_design_scores_gemma":[0.008611769,0.0002229042,0.915723,0.00004973395,0.00004481875,0.00002283234,0.0001907786,0.00000252673,0.05976978,0.0002343537,0.01473723,0.0003902835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911295,0.00188992,0.0001961334,0.004252185,0.001681753,0.0002609716,0.00009824266,0.0000733794,0.0004179287],"genre_scores_gemma":[0.9969299,0.00007964142,0.00003782735,0.002647471,0.00002841657,0.00004486842,0.00007371976,0.00001171187,0.0001464733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220641,"threshold_uncertainty_score":0.8531906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094909588222792,"score_gpt":0.275291874024435,"score_spread":0.2643427781422071,"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."}}