{"id":"W6977359270","doi":"10.6084/m9.figshare.27951579","title":"Physiologic specialization of <i>Puccinia triticina</i>, the causal agent of wheat leaf rust, in Canada in 2020–2023","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virulence; Phenotype; Strain (injury); Inoculation; Differential (mechanical device)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305426,0.0002727536,0.0001713352,0.0007478216,0.001407479,0.0007382983,0.0003577616,0.0001954673,0.0008305289],"category_scores_gemma":[0.0002174202,0.0002080814,0.0002008413,0.001278193,0.0003691145,0.0001622402,0.000260867,0.0003147076,0.0001905579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01450363,"about_ca_system_score_gemma":0.01007832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850665,"about_ca_topic_score_gemma":0.9938403,"domain_scores_codex":[0.9998048,0.000006427877,0.000005753648,0.00003711975,0.00006437408,0.00008156682],"domain_scores_gemma":[0.9994832,0.00001274329,0.00006468619,0.000009353253,0.0003136239,0.0001163534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004242331,0.00009817655,0.9162013,0.0000564984,0.00005463259,0.0005535489,0.002079368,0.0003749586,0.0639604,0.000180576,0.001397026,0.01461932],"study_design_scores_gemma":[0.000001912113,0.00002429837,0.9968785,0.000003027829,0.000006243552,0.00008349542,0.0007349966,0.0001490733,0.0009991906,0.000007787503,0.001106428,0.000005089878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957023,0.0003624478,0.0001061975,0.00007225762,0.000003787791,0.00001705011,0.001689487,0.00001480597,0.002031652],"genre_scores_gemma":[0.9957064,0.000259175,0.0002439656,0.00005224239,0.000001162852,0.000005785996,0.001639735,0.000004672951,0.002086821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493347,"threshold_uncertainty_score":0.1052318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990687799740848,"score_gpt":0.22575721404319,"score_spread":0.1958503360457815,"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."}}