{"id":"W7005495891","doi":"","title":"The potential impact of pathogens on honey bee, Apis mellifera L., colonies and possibilities for their control","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Bee Research Fund; Manitoba Rural Adaptation Council; Genome Canada","keywords":"Population; Nosema; Honey Bees; Pollen; Apoidea","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":[0.0001842316,0.000161019,0.000363758,0.00001297594,0.00057813,0.00001447859,0.0002094067,0.0002100286,0.00002052143],"category_scores_gemma":[0.00004280098,0.0000614822,0.0002835032,0.00006574296,0.0001857021,0.00004074161,0.0000450509,0.0001020459,0.000002080635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395743,"about_ca_system_score_gemma":0.000009040356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389349,"about_ca_topic_score_gemma":0.2503553,"domain_scores_codex":[0.9992664,0.00007488355,0.00009879324,0.0001892513,0.0001068504,0.0002637722],"domain_scores_gemma":[0.9989272,0.0005887036,0.0002432845,0.00004496135,0.0001395695,0.00005632433],"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":[0.01337443,0.00117832,0.3669863,0.0004856158,0.002816543,0.00001964322,0.004139905,0.0001000644,0.524221,0.003445409,0.008650076,0.07458268],"study_design_scores_gemma":[0.0003203789,0.001877922,0.9628431,0.00001850713,0.0001038999,0.000001189466,0.03324554,0.00002513153,0.0004907229,0.0005245452,0.0004087025,0.0001403918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972453,0.0009364592,0.000002131298,0.0006368036,0.0001458505,0.0003978223,0.0005063283,0.00001255685,0.0001167169],"genre_scores_gemma":[0.9984618,0.000825784,0.00001063238,0.0000114209,0.00008209929,0.000001877482,0.0001149121,0.00000116704,0.0004902497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5958568,"threshold_uncertainty_score":0.7633237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366046895416132,"score_gpt":0.202330650520541,"score_spread":0.1886701815663797,"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."}}