{"id":"W313156244","doi":"10.1079/9780851995274.0250","title":"<i>Stomoxys calcitrans</i> (L.), stable fly (Diptera: Muscidae).","year":2001,"lang":"en","type":"book-chapter","venue":"CABI Publishing eBooks","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stomoxys; Muscidae; Stable fly; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004628302,0.0006702156,0.0007518077,0.0000623064,0.0006149171,0.0009270277,0.000834931,0.00101139,0.001748207],"category_scores_gemma":[0.0001004701,0.0002995592,0.0004193767,0.00006046658,0.000445126,0.0005563031,0.0003088022,0.001129797,0.0001836893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040736,"about_ca_system_score_gemma":0.00004329443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005197032,"about_ca_topic_score_gemma":0.002673771,"domain_scores_codex":[0.9971188,0.00004803626,0.000567751,0.0009170794,0.000546619,0.0008017343],"domain_scores_gemma":[0.9985797,0.0003100914,0.0002886859,0.0002395177,0.0002965789,0.0002853788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133626,0.00006991382,0.000520548,0.0001041945,0.0004650232,0.0006318757,0.00067226,0.000002316603,0.003797339,0.2074994,0.3029061,0.4831974],"study_design_scores_gemma":[0.0002306102,0.0001467161,0.0005147763,0.000161166,0.0000882949,0.00005976577,0.00005340218,0.000001686439,0.00016867,0.02340662,0.9744795,0.0006888034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004014323,0.001297378,0.000005184136,0.001699823,0.001191179,0.0003582438,0.0002735528,0.0003878762,0.9907724],"genre_scores_gemma":[0.07808675,0.0001139812,0.00005568669,0.003111453,0.001713418,0.00003748634,0.0005096215,0.00001268612,0.9163589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6715734,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661509705219103,"score_gpt":0.2054883850198279,"score_spread":0.1788732879676369,"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."}}