{"id":"W2889144233","doi":"10.1080/21505594.2018.1504560","title":"Identification of Plasmodiophora brassicae effectors — A challenging goal","year":2018,"lang":"en","type":"review","venue":"Virulence","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Canola Development Commission; Ministry of Agriculture - Saskatchewan","keywords":"Clubroot; Effector; Biology; Obligate; Identification (biology); Pathogen; Computational biology; Host (biology); Obligate parasite; Phytoplasma; Gene; Genetics; Brassica; Cell biology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850404,0.0007860171,0.001288357,0.002743742,0.000350868,0.001537043,0.0007123516,0.0009648761,0.00381606],"category_scores_gemma":[0.0007776868,0.0002981412,0.0007663027,0.002017198,0.0002603601,0.001381824,0.0004895821,0.00110975,0.003449833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672933,"about_ca_system_score_gemma":0.00161312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079837,"about_ca_topic_score_gemma":0.001397461,"domain_scores_codex":[0.9997923,0.00002449572,0.00002756396,0.00004657058,0.0000859878,0.00002321727],"domain_scores_gemma":[0.9996585,0.0001231281,0.00005475221,0.00001519212,0.0001171039,0.00003131655],"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":[0.00009006765,0.00006460762,0.0008748955,0.02561431,0.0001387053,0.0004706017,0.0000905813,0.0008634278,0.01859087,0.004157723,0.01421718,0.9348271],"study_design_scores_gemma":[0.00001238355,0.0001040877,0.001762716,0.003029597,0.0002563968,0.001676069,0.0000922863,0.000420236,0.007407871,0.001879871,0.9833239,0.00003463557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00121885,0.992685,0.002056524,0.0005020729,0.0001545431,0.00001965911,0.000251704,0.0001007958,0.003010996],"genre_scores_gemma":[0.005390937,0.9878153,0.003594861,0.0002765763,0.0001088747,0.00001924863,0.0007061115,0.00001928465,0.002068969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00381606,"threshold_uncertainty_score":0.012766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950319969770607,"score_gpt":0.2770396661059105,"score_spread":0.2475364664082045,"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."}}