{"id":"W6986450503","doi":"","title":"Population dynamics and overwintering capabilities of the stable fly Stomoxys calcitrans (L.) (Diptera: Muscidae) and their pupal parasitoids (Hymenoptera: Pteromalidae, Ichneumonidae) on dairy operations in southern Manitoba","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Dairy Commission","keywords":"Stomoxys; Overwintering; Pupa; Stable fly; Population; Infestation; PEST analysis; Livestock","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742618,0.0002163154,0.000132575,0.000593177,0.0005096571,0.000365582,0.0004143309,0.0001731582,0.0004987405],"category_scores_gemma":[0.0003166313,0.0001561912,0.0001517765,0.0004887272,0.0003962115,0.0001955695,0.000345166,0.0001861606,0.0001197533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643719,"about_ca_system_score_gemma":0.000804241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3493321,"about_ca_topic_score_gemma":0.7080173,"domain_scores_codex":[0.9998938,0.00001037535,0.000006510941,0.00002237051,0.00003427285,0.00003258372],"domain_scores_gemma":[0.9995964,0.00002488956,0.0001414155,0.00001101801,0.0001149424,0.0001112887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005045862,0.0000425877,0.9919367,0.0000099894,0.00002299286,0.0001125917,0.0009406579,0.00008579421,0.004429769,0.00001402066,0.00009074378,0.002263708],"study_design_scores_gemma":[0.000001154385,0.0000343916,0.9989452,0.000002840112,0.000005450095,0.00003009474,0.000680446,0.0001104815,0.0001144132,0.000002530467,0.00007126418,0.000001828459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998108,0.00001711106,0.000006443191,0.000004377505,3.049153e-7,0.000001867562,0.00006567018,5.953148e-7,0.00009288223],"genre_scores_gemma":[0.999258,0.00005708094,0.00005392556,0.000009152157,0.000001129647,0.000005160628,0.000248067,5.930578e-7,0.0003669722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6506679,"threshold_uncertainty_score":0.6945975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043659519244631,"score_gpt":0.1811837475919699,"score_spread":0.1707471523995236,"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."}}