{"id":"W2991639631","doi":"10.1094/pdis-03-19-0584-re","title":"Quantification of <i>Plasmodiophora brassicae</i> Resting Spores in Soils Using Droplet Digital PCR (ddPCR)","year":2019,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Canola Council of Canada; Saskatchewan Canola Development Commission","keywords":"Clubroot; Spore; Biology; Digital polymerase chain reaction; Potting soil; Soil water; Canola; Brassica; Horticulture; Botany; Polymerase chain reaction; Ecology; Genetics; Gene","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":[0.0007498783,0.0005250468,0.0003846043,0.000653315,0.0003035195,0.0008712196,0.0005006505,0.0006389518,0.00113603],"category_scores_gemma":[0.0008737681,0.0003383636,0.0003256397,0.0004850788,0.000506105,0.0004006426,0.0003664526,0.0007591571,0.0006722529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006630863,"about_ca_system_score_gemma":0.0004423243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683195,"about_ca_topic_score_gemma":0.007209167,"domain_scores_codex":[0.9989488,0.0001006008,0.00007400737,0.0004319606,0.000363307,0.00008141774],"domain_scores_gemma":[0.9993014,0.0002024837,0.000185818,0.00005593994,0.0002024132,0.00005191411],"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":[0.00001775898,0.000009081417,0.0008905784,0.00006560795,0.000002723477,0.00001236222,0.00004343076,0.00007520404,0.9965037,0.00004406062,0.00004656006,0.002289016],"study_design_scores_gemma":[0.000007302607,0.0001462099,0.01290237,0.00002395927,0.0000205533,0.0001264229,0.00009058203,0.002365145,0.9812973,0.00007706793,0.0029241,0.0000189455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8151494,0.002852132,0.1678575,0.0002656807,0.0001239129,0.0005074153,0.005196049,0.002281741,0.00576622],"genre_scores_gemma":[0.7635707,0.002916994,0.218542,0.0004959046,0.0000478832,0.0007132004,0.006765543,0.0002875426,0.006660285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003683195,"threshold_uncertainty_score":0.007323563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509130411970291,"score_gpt":0.2180356175029508,"score_spread":0.1929443133832479,"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."}}