{"id":"W2995870192","doi":"10.3389/fpls.2019.01562","title":"Pyrenophora tritici–repentis in Tunisia: Race Structure and Effector Genes","year":2019,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Pyrenophora; Race (biology); Effector; Gene; Biology; Genetics; Botany; Cell biology","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":[0.0003312817,0.0001007706,0.0001908157,0.00005695293,0.00008116756,0.00006270114,0.0002708692,0.00007586238,0.00005525414],"category_scores_gemma":[0.0000162049,0.00004238597,0.00001705957,0.0005130129,0.0001835796,0.000104302,0.00007843273,0.0001089987,0.00000567351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000018595,"about_ca_system_score_gemma":0.00001405557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065538,"about_ca_topic_score_gemma":0.0002709532,"domain_scores_codex":[0.9989594,0.00004337668,0.0001366528,0.0003693815,0.0001663022,0.0003249365],"domain_scores_gemma":[0.9997783,0.00005220608,0.00003050311,0.00005389041,0.00001474393,0.0000703101],"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":[0.000019683,0.00001410868,0.4540137,0.00000731316,7.482802e-7,0.00001567328,0.0000644302,0.000009685583,0.5253468,0.00004200574,0.000311988,0.0201539],"study_design_scores_gemma":[0.0003464662,0.0002488922,0.967669,0.0000456257,0.00000294487,0.00004342811,0.0002642288,0.001483722,0.02448934,0.001055823,0.004121197,0.0002293831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971872,0.001306835,0.000004712296,0.000257963,0.0007643269,0.0001947148,0.00009071959,0.000008532475,0.0001850253],"genre_scores_gemma":[0.9986907,0.0003711554,0.0006717607,0.00008849282,0.00004412024,0.000003150169,0.00002003786,5.138019e-7,0.0001100961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5136552,"threshold_uncertainty_score":0.172845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00598943482847133,"score_gpt":0.1927769598658797,"score_spread":0.1867875250374083,"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."}}