{"id":"W4319265446","doi":"10.1101/2023.02.03.526976","title":"Host space, not energy or symbiont size, constrains feather mite abundance across passerine bird species","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Passerine; Biology; Feather; Abundance (ecology); Ecology; Mite; Host (biology); Zoology; Relative species abundance","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004397269,0.00105291,0.001270121,0.0002192127,0.0006005269,0.0001812785,0.001010607,0.001916423,0.0007074624],"category_scores_gemma":[0.0006056194,0.0009792368,0.0003986775,0.0005614066,0.001412239,0.0001517894,0.0009290659,0.001210128,0.001870549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178453,"about_ca_system_score_gemma":0.0008336701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201852,"about_ca_topic_score_gemma":0.0004387483,"domain_scores_codex":[0.9956058,0.0003848684,0.0008018723,0.001665991,0.0001468636,0.001394613],"domain_scores_gemma":[0.9964206,0.0005943386,0.000622529,0.001733173,0.0004233026,0.0002060887],"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":[0.0007642235,0.0003993573,0.06673694,0.0003039863,0.001118694,0.0004587898,0.00002994921,0.000009787525,0.9190404,0.004507579,0.006627726,0.000002517336],"study_design_scores_gemma":[0.001469591,0.0001261981,0.573932,0.0003828382,0.0002044904,5.591727e-7,0.00002803481,0.000003209271,0.3584763,0.000004740169,0.06417834,0.001193673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783965,0.004840705,0.0005565888,0.001563941,0.007464972,0.0007251006,0.003762516,0.00263616,0.00005354589],"genre_scores_gemma":[0.9942643,0.001627781,0.0004636923,0.0007075836,0.0004465675,0.0003419151,0.000004043247,0.0002951263,0.001849016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5605641,"threshold_uncertainty_score":0.9993793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312940859670789,"score_gpt":0.2518835721289463,"score_spread":0.2287541635322384,"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."}}