{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003966488,0.0001677026,0.00038402,0.00003369595,0.0001168613,0.00001913364,0.0002490183,0.0001329025,0.0004036498],"category_scores_gemma":[0.00005883136,0.00007283586,0.00009912887,0.0001325335,0.0001926879,0.0001773947,0.00001903511,0.0002177626,0.000002320601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691451,"about_ca_system_score_gemma":0.0003438471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05666555,"about_ca_topic_score_gemma":0.9849075,"domain_scores_codex":[0.9984143,0.0001548208,0.0007211081,0.0001970207,0.0001423978,0.0003703007],"domain_scores_gemma":[0.9989381,0.0002591019,0.0005372948,0.00005630055,0.0001084634,0.0001006689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002099783,0.0004922269,0.9215606,0.00002300377,0.0002865597,0.000259706,0.007408302,0.006455206,0.008187981,0.004551982,0.02057226,0.02810233],"study_design_scores_gemma":[0.0007053871,0.0006921691,0.9910694,0.00002894892,0.0000361126,0.0001183299,0.0002740291,0.0002685715,0.0004959566,0.0007349298,0.00541552,0.0001605898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948675,0.0004831393,0.0002268829,0.003459899,0.0005501911,0.0001354896,0.00004626879,0.00000503221,0.0002255771],"genre_scores_gemma":[0.9987695,0.00008259489,0.00004151292,0.000561772,0.0001046223,0.000003185957,0.00005533873,0.000001249872,0.0003802275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.928242,"threshold_uncertainty_score":0.9496162,"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."}}