{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001655935,0.0001686356,0.0004968866,0.00007389752,0.00009188004,0.00001154182,0.0002461268,0.0002893059,0.001357103],"category_scores_gemma":[0.0002891675,0.00007179271,0.0001565202,0.0001601972,0.0002723503,0.00006331047,0.0001096531,0.0004078626,0.000003487803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007072735,"about_ca_system_score_gemma":0.00005071762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01333472,"about_ca_topic_score_gemma":0.1812332,"domain_scores_codex":[0.997892,0.0002604011,0.0005062367,0.0001670284,0.0007721022,0.0004022444],"domain_scores_gemma":[0.9988685,0.0004975369,0.0002572144,0.00005250956,0.00007018264,0.0002541057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005523904,0.0004851203,0.9871394,0.00001432531,0.00007848722,0.00006035265,0.002300309,0.000001424865,0.001481603,0.00005367993,0.0002903567,0.00754255],"study_design_scores_gemma":[0.001672323,0.001743574,0.9932061,0.0001089919,0.00005352311,0.0001187405,0.0008670539,0.00001140905,0.0005683963,0.0001841191,0.001310521,0.0001552292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944983,0.0006060737,0.00000536172,0.003522034,0.0005768746,0.00007824323,0.000006379978,0.000005138636,0.0007015558],"genre_scores_gemma":[0.9987386,0.00003332485,0.00004817153,0.0008957434,0.0001620646,0.000003263857,0.000004030461,0.000001295763,0.0001135262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1678985,"threshold_uncertainty_score":0.9995558,"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."}}