{"id":"W2133296618","doi":"10.1603/me11279","title":"Field Measurements of Stable Fly (Diptera: Muscidae) Demography, Fecundity, and Survival Based on Daily Trap Catches at a Beef Farm in Southern Ontario Over a 5-yr Period","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fecundity; Biology; Muscidae; Stomoxys; Animal science; Reproduction; Insemination; Veterinary medicine; Population; Ecology; Demography; Botany; Sperm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001909162,0.0002318725,0.0001154714,0.0005245651,0.0006172659,0.000227621,0.0002674361,0.0001375941,0.001065611],"category_scores_gemma":[0.0004626411,0.0001712182,0.0000822371,0.0003956351,0.0003232149,0.0002338476,0.000177696,0.0001458252,0.0001768507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510912,"about_ca_system_score_gemma":0.0008234642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4915708,"about_ca_topic_score_gemma":0.8641051,"domain_scores_codex":[0.9998707,0.00001054889,0.000006257892,0.00003895578,0.00004315179,0.00003033908],"domain_scores_gemma":[0.9993735,0.00003761019,0.0002290341,0.00002452983,0.0002191242,0.0001163569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005838944,0.00003536139,0.9914683,0.00001429973,0.00001405879,0.00006309227,0.0003917759,0.0001017488,0.004313353,0.0000102336,0.0002716313,0.003257744],"study_design_scores_gemma":[0.000001336254,0.00002481131,0.9996395,0.000001047748,0.000002081378,0.0000135523,0.00007948581,0.00005772605,0.00007518987,0.000001596533,0.0001028132,7.731084e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987074,0.00003332046,0.0001045871,0.000008939015,6.322757e-7,0.00001616778,0.0006675233,0.000006308828,0.0004550955],"genre_scores_gemma":[0.9970719,0.00006899673,0.0004896653,0.00001586773,0.000003312367,0.00002541525,0.001187099,0.000002004293,0.001135744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5084292,"threshold_uncertainty_score":0.977419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254960228017204,"score_gpt":0.2581030139851333,"score_spread":0.2255534117049613,"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."}}