{"id":"W3180222621","doi":"10.3390/plants10071446","title":"Current and Future Pathotyping Platforms for Plasmodiophora brassicae in Canada","year":2021,"lang":"en","type":"review","venue":"Plants","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Canola Producers Commission; Results Driven Agriculture Research","keywords":"Clubroot; Biology; Canola; Brassica; Biotechnology; Differential (mechanical device); Agronomy; Engineering","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":[0.0008101341,0.0008423497,0.0009705478,0.004297108,0.0004276382,0.001127713,0.0009644052,0.0009009955,0.003471684],"category_scores_gemma":[0.000830091,0.0004115441,0.0004616001,0.003558618,0.0004614955,0.001286222,0.0005444267,0.001144767,0.00173159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198159,"about_ca_system_score_gemma":0.003652301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496227,"about_ca_topic_score_gemma":0.06405415,"domain_scores_codex":[0.9996651,0.0000271124,0.0000361833,0.00005062124,0.0001772314,0.00004368129],"domain_scores_gemma":[0.999341,0.0001544421,0.00009459096,0.0000149794,0.0003285182,0.00006644017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008311457,0.00003491027,0.0003518892,0.0144267,0.00004909324,0.0001427638,0.00009921297,0.0004169152,0.01455814,0.001958457,0.01527601,0.9526028],"study_design_scores_gemma":[0.000008971391,0.00008254644,0.001946716,0.002129097,0.0001259483,0.0003749684,0.00006601543,0.00009349867,0.003023711,0.0004539079,0.9916672,0.00002756592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005059584,0.9961218,0.0004103369,0.0002550008,0.0001179595,0.00001789139,0.0001638216,0.00003343176,0.002373676],"genre_scores_gemma":[0.001722708,0.9952809,0.00107714,0.0001775393,0.00003957209,0.00001347051,0.0003138079,0.000005473814,0.001369236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650377,"threshold_uncertainty_score":0.06951755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185164643951571,"score_gpt":0.2649574719162693,"score_spread":0.2231058254767536,"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."}}