{"id":"W2952272889","doi":"10.1002/edn3.17","title":"High‐resolution biomonitoring of plant pathogens and plant species using metabarcoding of pollen pellet contents collected from a honey bee hive","year":2019,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Research Committee, Aristotle University of Thessaloniki; Canadian Food Inspection Agency","keywords":"Biology; Pollen; Phytophthora; Pythium; Quarantine; Botany; Invasive species; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775704,0.0004763487,0.0003235642,0.001427604,0.000760655,0.0006556914,0.000311404,0.0004774541,0.000443244],"category_scores_gemma":[0.0004204476,0.0001701577,0.0003814406,0.001035099,0.0002277845,0.0001732079,0.0003014714,0.0003278624,0.0002177914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709729,"about_ca_system_score_gemma":0.0004117352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263631,"about_ca_topic_score_gemma":0.02582762,"domain_scores_codex":[0.9997191,0.00002673839,0.00001767865,0.0001070204,0.00009712626,0.00003232034],"domain_scores_gemma":[0.9997265,0.00005262127,0.00006429038,0.000016583,0.000117889,0.00002225527],"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":[0.0001534349,0.00006111727,0.07098904,0.0001601289,0.0001031888,0.0003081155,0.0004580566,0.0005189063,0.9114338,0.00007750684,0.0002688119,0.01546794],"study_design_scores_gemma":[0.00001409492,0.0003910556,0.7635197,0.00007678351,0.0002896693,0.001459939,0.001147784,0.01111368,0.214529,0.0001871257,0.007217533,0.00005359606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813306,0.001001459,0.01013573,0.0001179692,0.00002078002,0.0001033089,0.006024256,0.000172779,0.001093128],"genre_scores_gemma":[0.9484079,0.000688309,0.04235333,0.0001642825,0.00001483309,0.00007608129,0.006562099,0.0000707836,0.001662379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263631,"threshold_uncertainty_score":0.0251255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556756965370622,"score_gpt":0.1741484792313419,"score_spread":0.1385809095776356,"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."}}