{"id":"W4402032983","doi":"10.1093/jme/tjae101","title":"Blood-feeding stable flies, <i>Stomoxys calcitrans</i> (Diptera: Muscidae), are attracted to, and transmit <i>Staphylococcus aureus</i> (Bacillales: Staphylococcaceae), a causal agent of bovine mastitis: a laboratory pilot study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences; Simon Fraser University","keywords":"Muscidae; Stomoxys; Biology; Staphylococcus aureus; Mastitis; Stable fly; Microbiology; Calliphoridae; Ecology; Bacteria; Larva","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001761219,0.0003923003,0.001020252,0.0001818221,0.0001736688,0.00007088896,0.0005234404,0.0002663968,0.000585007],"category_scores_gemma":[0.0003780149,0.0001834311,0.000177694,0.000859616,0.0005184665,0.0001745344,0.0001667867,0.0008484403,0.000008194521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065597,"about_ca_system_score_gemma":0.0001378236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005292846,"about_ca_topic_score_gemma":0.002776082,"domain_scores_codex":[0.9961507,0.000369299,0.001171178,0.0005079421,0.001166785,0.0006340794],"domain_scores_gemma":[0.9978166,0.0007627795,0.0003273719,0.000107505,0.000349614,0.0006361812],"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":[0.004085113,0.009933022,0.1931155,0.001205129,0.004732119,0.02295594,0.01302533,0.00004529554,0.6792747,0.002334332,0.02663939,0.04265406],"study_design_scores_gemma":[0.01203605,0.09022999,0.7616529,0.004885759,0.003014959,0.002669089,0.01979867,0.0001445566,0.02110269,0.001268802,0.08060707,0.002589494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830643,0.009182041,0.00007880344,0.005763751,0.001127754,0.0003972617,0.0002024016,0.00006047752,0.0001232245],"genre_scores_gemma":[0.9973752,0.0008657741,0.00009555141,0.0009716826,0.0005763673,0.00002217585,0.000009717214,0.000006522012,0.00007700056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.658172,"threshold_uncertainty_score":0.7480101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991187675392857,"score_gpt":0.2529126641205832,"score_spread":0.2330007873666546,"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."}}