{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007130418,0.0001246088,0.0001841118,0.00002321161,0.00004759755,0.00005981612,0.0001711219,0.00004470702,0.00004556134],"category_scores_gemma":[0.0000591235,0.00005982174,0.0000737453,0.0002410201,0.00003772618,0.0001607145,0.00003780075,0.00005908021,0.00003382185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778021,"about_ca_system_score_gemma":0.00003395977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009036341,"about_ca_topic_score_gemma":0.0001013883,"domain_scores_codex":[0.9989351,0.00003141152,0.0002652355,0.0002748924,0.0002468791,0.000246504],"domain_scores_gemma":[0.9994424,0.000152059,0.0001258901,0.00008659799,0.00003043258,0.0001626005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004655041,0.0002615222,0.6454643,0.00009862536,0.00001065293,0.00007519943,0.00002688659,0.001039508,0.3482808,0.0001738678,0.000294969,0.003808206],"study_design_scores_gemma":[0.0002936469,0.00005363574,0.9832857,0.00032121,0.00003245536,0.000005513842,0.0001874152,0.009610697,0.003311021,0.000633622,0.001912845,0.000352201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965482,0.0005050544,0.000002486461,0.0001071985,0.00006248059,0.0001994134,0.002327708,0.0000253323,0.0002221562],"genre_scores_gemma":[0.9989756,0.00008003685,0.0000212831,0.00004354085,0.00004993385,0.000003933007,0.0007839849,0.000001320566,0.00004041389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449697,"threshold_uncertainty_score":0.243946,"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."}}