{"id":"W2937093529","doi":"10.1094/pdis-05-18-0855-re","title":"An Improved Evans Blue Staining Method for Consistent, Accurate Assessment of <i>Plasmodiophora brassicae</i> Resting Spore Viability","year":2019,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture Food and Rural Development","funders":"Agriculture and Agri-Food Canada; Canola Council of Canada; Alberta Agriculture and Forestry","keywords":"Spore; Clubroot; Biology; Staining; Propidium monoazide; Stain; Evans Blue; Vital stain; Microbiology; Brassica; Botany; Real-time polymerase chain reaction; Biochemistry; Physiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000395813,0.0001970049,0.0003252974,0.00001117929,0.0001341202,0.00005725257,0.0002626915,0.0000652838,0.00005580474],"category_scores_gemma":[0.0001101122,0.00009173012,0.0001672835,0.0001458752,0.00004289664,0.0001525482,0.00004388828,0.00008676124,0.000002681741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003161074,"about_ca_system_score_gemma":0.0001092523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003968463,"about_ca_topic_score_gemma":0.0001346123,"domain_scores_codex":[0.9983875,0.000150013,0.0003536643,0.0004882287,0.000246058,0.0003744935],"domain_scores_gemma":[0.9983771,0.0007126756,0.0002252778,0.0001701501,0.0001262351,0.0003885089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001599717,0.0007001936,0.2245745,0.0005006935,0.00007632282,0.0000312479,0.00006763108,0.001251841,0.7580399,0.0005422675,0.0003364515,0.01227923],"study_design_scores_gemma":[0.001181846,0.0008219865,0.7900041,0.0002365716,0.0003277446,0.000005426915,0.001093249,0.1906501,0.00479689,0.001701651,0.008349044,0.0008313712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888733,0.0001938107,0.0003500635,0.0002019424,0.0000985434,0.0008364399,0.00925329,0.00005593288,0.0001367018],"genre_scores_gemma":[0.99562,0.00005125822,0.002464201,0.0001774019,0.00007746449,0.00005521155,0.001519756,0.000002422934,0.00003235765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.753243,"threshold_uncertainty_score":0.3740646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257584235425956,"score_gpt":0.3011813526509911,"score_spread":0.2786055102967315,"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."}}