{"id":"W3171282066","doi":"10.1094/pdis-04-21-0874-re","title":"Characterization of <i>Aphanomyces euteiches</i> Pathotypes Infecting Peas in Western Canada","year":2021,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Saskatchewan Pulse Growers","keywords":"Biology; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005033389,0.00006504417,0.0001048441,0.000005147675,0.00004029003,0.00001483857,0.00006042446,0.00001987212,0.00003789992],"category_scores_gemma":[0.00003231816,0.00002825215,0.00002469592,0.000147575,0.000008182732,0.00004881019,0.00002257851,0.00003479307,0.000001065424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300826,"about_ca_system_score_gemma":0.00006889243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01299459,"about_ca_topic_score_gemma":0.6158354,"domain_scores_codex":[0.9994378,0.00004768628,0.0001338928,0.0001416548,0.0001138903,0.0001250809],"domain_scores_gemma":[0.9997353,0.00006524741,0.00006210379,0.00002871694,0.00002764659,0.00008101299],"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":[0.00001864967,0.00003379614,0.4074117,0.00001923295,0.000002107476,0.0001959119,0.000007517086,0.00000212086,0.5911187,0.000009715196,0.00001331921,0.001167265],"study_design_scores_gemma":[0.00005118983,0.000005836486,0.9846396,0.000070619,0.000006508732,0.000003995635,0.00002956334,0.00003177928,0.009575099,0.000008963958,0.005492012,0.00008478993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971647,0.000218837,9.046313e-7,0.0002275716,0.00007243111,0.00004872192,0.00217308,0.000008693919,0.00008502424],"genre_scores_gemma":[0.9985265,0.00008140365,0.000003549382,0.0001576468,0.00005218963,0.000004177331,0.001074441,4.181414e-7,0.00009968621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6028408,"threshold_uncertainty_score":0.993578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009038276386023433,"score_gpt":0.17088615443011,"score_spread":0.1618478780440866,"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."}}