{"id":"W4377293911","doi":"10.3390/v15051209","title":"Area Wide Monitoring of Plant and Honey Bee (Apis mellifera) Viruses in Blueberry (Vaccinium corymbosum) Agroecosystems Facilitated by Honey Bee Pollination","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Waterloo; Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Biology; Vaccinium; Honey bee; Pollination; Plant virus; Cucumber mosaic virus; Deformed wing virus; Pollinator; Botany; Virus; Virology; Pollen","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":[0.0005029377,0.0001881011,0.0003176301,0.0001005059,0.0001581014,0.00007175446,0.0002135985,0.0001480054,0.0001026897],"category_scores_gemma":[0.0002631333,0.00009079293,0.00005255941,0.0007621187,0.00006340288,0.0002171555,0.00009113509,0.0001735133,0.00006329839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775958,"about_ca_system_score_gemma":0.00001747435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007480728,"about_ca_topic_score_gemma":0.002173898,"domain_scores_codex":[0.9982885,0.0001708372,0.0004007264,0.0003265825,0.0003912635,0.0004220927],"domain_scores_gemma":[0.998526,0.001108964,0.0001096215,0.00005294427,0.0000854523,0.0001170523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000773413,0.00004480603,0.2268805,0.00004585603,0.00001516807,0.00001010081,0.0002610684,0.00001196723,0.7697015,0.00001883258,0.001367435,0.001565381],"study_design_scores_gemma":[0.0003947499,0.0003599208,0.2770631,0.0001763549,0.00001189877,0.000004528046,0.001410581,0.0002712789,0.7173139,0.0002113121,0.002466261,0.0003161306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971433,0.001070397,0.000001075613,0.000195959,0.000157742,0.0002903581,0.0009968795,0.0001016952,0.00004256905],"genre_scores_gemma":[0.9983045,0.001257219,0.000007354723,0.00006447652,0.0001183054,0.00003396162,0.00009997223,0.000002978926,0.0001111857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05238768,"threshold_uncertainty_score":0.9991285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719951616756288,"score_gpt":0.2828910244401277,"score_spread":0.2156915082725648,"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."}}