{"id":"W2174629161","doi":"10.1603/029.102.0241","title":"Local Infestation or Long-Distance Migration? The Seasonal Recolonization of Dairy Farms by <I>Stomoxys calcitrans</I> (Diptera: Muscidae) in South Central Ontario, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Dairy Farmers of Ontario","keywords":"Muscidae; Stomoxys; Stable fly; Overwintering; Biology; Ecology; Habitat; Infestation; Nuisance; Biological dispersal; Agronomy; Population","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":[0.0003069142,0.0001050749,0.0001776104,0.0002571322,0.0004797342,0.0005327335,0.0004279622,0.0002093431,0.001632501],"category_scores_gemma":[0.001171466,0.0001148079,0.0001486769,0.0004465414,0.0006773114,0.0003900228,0.0002298236,0.0001899437,0.0001170648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116672,"about_ca_system_score_gemma":0.001757019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7245688,"about_ca_topic_score_gemma":0.9341765,"domain_scores_codex":[0.9998568,0.00001898414,0.000007187751,0.0000400416,0.000025941,0.00005094471],"domain_scores_gemma":[0.9991311,0.0001265984,0.0003909775,0.00004475665,0.000145032,0.0001613929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000381084,0.00001134542,0.9960629,0.00001160601,0.00001613257,0.00006449575,0.0004062806,0.0001661233,0.0007056231,0.00005432093,0.0001304977,0.002332582],"study_design_scores_gemma":[8.518048e-7,0.000008646122,0.9991649,0.000005058561,0.000004415738,0.00001278605,0.0005190328,0.0001753441,0.00002240239,0.000007475134,0.0000777634,0.000001248103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991646,0.0001565017,0.00003669969,0.00006053671,0.000001084818,0.000003138048,0.00006387277,0.000001498461,0.0005121581],"genre_scores_gemma":[0.999606,0.0000785089,0.00003333368,0.00001240821,0.000001258452,0.000001273819,0.00004760693,8.511469e-7,0.0002187312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2754312,"threshold_uncertainty_score":0.5541064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954743718001504,"score_gpt":0.2107576268431592,"score_spread":0.2012101896631441,"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."}}