{"id":"W3034220384","doi":"10.1094/pdis-03-20-0687-re","title":"Monitoring of <i>Peronospora destructor</i> Primary and Secondary Inoculum by Real-Time qPCR","year":2020,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency; McGill University; L'Alliance Boviteq; Phytodata","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Sporangium; Biology; Downy mildew; Oospore; Destructor; Overwintering; Spore; Inoculation; Horticulture; Botany","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":[0.001349955,0.00106419,0.001034375,0.0009642802,0.0003166265,0.000995366,0.0007447273,0.0009279404,0.0009470616],"category_scores_gemma":[0.0009889558,0.000496333,0.0007450219,0.0006841368,0.0006117696,0.0004643649,0.0004919164,0.0009664891,0.00058704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007404788,"about_ca_system_score_gemma":0.0005663189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984581,"about_ca_topic_score_gemma":0.005001086,"domain_scores_codex":[0.9981967,0.0001593803,0.00008025975,0.0008326952,0.0005434781,0.0001875959],"domain_scores_gemma":[0.9990506,0.000275227,0.000219735,0.00005786269,0.0003347053,0.00006189405],"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":[0.0001359938,0.000087874,0.007499442,0.0002597423,0.00002749382,0.0000453871,0.0002283797,0.0008163452,0.9816629,0.0001101368,0.0001817461,0.00894452],"study_design_scores_gemma":[0.00001974672,0.0006746898,0.04961499,0.00007745875,0.000131206,0.0001998542,0.0002514349,0.01766826,0.9252159,0.0001635454,0.005906302,0.00007657211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148483,0.002092007,0.0651288,0.0001629929,0.0001381104,0.0008366644,0.009383844,0.001724138,0.00568525],"genre_scores_gemma":[0.8784386,0.002099973,0.1024395,0.0004409526,0.00005116703,0.002004422,0.007721259,0.000146321,0.006657722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002984581,"threshold_uncertainty_score":0.007139325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009931331246893351,"score_gpt":0.1722871104811513,"score_spread":0.162355779234258,"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."}}