{"id":"W2231730436","doi":"10.1017/s0031182015001286","title":"Demasculinization of male guppies increases resistance to a common and harmful ectoparasite","year":2015,"lang":"en","type":"article","venue":"Parasitology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University","funders":"","keywords":"Biology; Resistance (ecology); Zoology; Toxicology; 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":[0.00006020194,0.0002224212,0.0001981727,0.0001195657,0.0001807335,0.0002172644,0.0001031304,0.0002252391,0.001669818],"category_scores_gemma":[0.00009030579,0.0001192328,0.0001088319,0.00005597357,0.000218559,0.000117512,0.0002085766,0.0003890125,0.0001572102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340131,"about_ca_system_score_gemma":0.000116652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447771,"about_ca_topic_score_gemma":0.005026431,"domain_scores_codex":[0.9999405,0.000007817214,0.000002784662,0.00002016081,0.00001144933,0.00001732044],"domain_scores_gemma":[0.9998933,0.000008465609,0.00004742564,0.000008138827,0.000009630961,0.00003293014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001477186,0.00003393836,0.003393344,0.00003269992,0.000007134779,0.00006009201,0.00006509119,0.00002862785,0.9941194,0.00002781547,0.00002765858,0.002056632],"study_design_scores_gemma":[0.0000298184,0.003827136,0.7110338,0.00001629112,0.00004811765,0.0007906521,0.0005246502,0.0005127216,0.2772598,0.0001007488,0.005839877,0.00001643663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991755,0.0002351328,0.00009939747,0.0000377904,0.000001982515,0.000005261039,0.00004108683,0.0000131432,0.0003907202],"genre_scores_gemma":[0.9977049,0.000214722,0.0003331689,0.00005443507,0.000005539012,0.00000921461,0.000110641,0.000004997747,0.001562195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669818,"threshold_uncertainty_score":0.005586147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632771388685757,"score_gpt":0.2909205154030327,"score_spread":0.2745928015161751,"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."}}