{"id":"W3024742043","doi":"10.1094/phyto-02-20-0029-r","title":"Refining the Life Cycle of<i>Plasmodiophora brassicae</i>","year":2020,"lang":"en","type":"article","venue":"Phytopathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Agricultural Science and Technology Innovation Program; National Key Research and Development Program of China; Chinese Academy of Agricultural Sciences; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Biology; Clubroot; Multinucleate; Obligate; Botany; Appressorium; Spore; Hypha; Obligate parasite; Root hair; Cell biology; Host (biology); Genetics","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":[0.00007277672,0.00006918894,0.0001407259,0.000002151566,0.00007730839,0.000008753428,0.0002112033,0.00004188006,0.00006026638],"category_scores_gemma":[0.00008145631,0.00002252064,0.00006257657,0.0001617478,0.00007800051,0.00002154317,0.00005408894,0.00007539931,0.0000446862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001655707,"about_ca_system_score_gemma":0.000008778484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009056787,"about_ca_topic_score_gemma":0.00003845528,"domain_scores_codex":[0.9993959,0.000067737,0.0001334809,0.0001559874,0.00009078599,0.0001561296],"domain_scores_gemma":[0.9996571,0.0001229869,0.00006595974,0.00004337277,0.00002114734,0.0000894557],"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":[0.000134777,0.00005676757,0.02413852,0.00001746581,0.00001443598,0.0000426623,0.0001736514,0.0001208299,0.9341297,0.000889027,0.00430435,0.03597784],"study_design_scores_gemma":[0.0003267413,0.0005823057,0.7552556,0.00002291484,0.00007425861,0.00003130316,0.0003613594,0.0006110771,0.02011456,0.001672748,0.220575,0.0003721414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986778,0.001210754,0.000006242245,0.01008574,0.0000544215,0.00004011887,0.00007263516,0.00002841232,0.001723631],"genre_scores_gemma":[0.9958564,0.00007918081,0.00004002298,0.003791833,0.0001963492,0.000005607828,0.00001349812,5.356922e-7,0.0000165861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9140151,"threshold_uncertainty_score":0.0918365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337999166531462,"score_gpt":0.2013097432786094,"score_spread":0.1779297516132948,"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."}}