{"id":"W7024537488","doi":"","title":"Response of Stomoxys calcitrans and Musca domestica (Diptera: Muscidae) to Volatile Organic Compound Profiles from Ontario, Canada Dairy Farms","year":2019,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stomoxys; Semiochemical; Stable fly; Livestock; Musca; Muscidae; Dairy cattle; Nuisance; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002167746,0.0003614863,0.0009143571,0.0001577573,0.0004081974,0.00001326611,0.0007386531,0.0006826953,0.0009628074],"category_scores_gemma":[0.0000986655,0.0002450348,0.0001398283,0.0004561962,0.0003370485,0.0002726455,0.0002422831,0.0008901648,0.000008016354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789982,"about_ca_system_score_gemma":0.001157353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9562237,"about_ca_topic_score_gemma":0.9989377,"domain_scores_codex":[0.9983501,0.0000194893,0.0003733254,0.0006065531,0.0003354786,0.0003149847],"domain_scores_gemma":[0.9988866,0.00003071087,0.0004155269,0.0002493492,0.0003075033,0.0001102442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01398436,0.001197884,0.1543555,0.0006402381,0.00322885,0.0009866847,0.04478118,0.00003289357,0.6258427,0.001189599,0.00723828,0.1465219],"study_design_scores_gemma":[0.0006534901,0.0006063095,0.6924856,0.0003025828,0.0002225647,0.000007659019,0.003853966,0.000001403598,0.004150048,0.0001965704,0.2971255,0.0003942843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966295,0.0002448022,0.000001882427,0.0004539016,0.000718097,0.0004850247,0.0004631862,0.00004110464,0.0009624661],"genre_scores_gemma":[0.9860065,0.00002373371,0.008989608,0.00004869642,0.00001133086,0.000001748471,0.0007191826,0.000003537423,0.004195689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216926,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008127099745004444,"score_gpt":0.1856003186518616,"score_spread":0.1774732189068572,"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."}}