{"id":"W2082910509","doi":"10.1094/pdis-11-13-1174-re","title":"Analysis of Stem Rust Resistance in Australian Barley Cultivars","year":2014,"lang":"en","type":"article","venue":"Plant Disease","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Stem rust; Biology; Cultivar; Puccinia; Seedling; Resistance (ecology); Rust (programming language); Chlorosis; Botany; Gene; Hordeum vulgare; Horticulture; Poaceae; Agronomy; Genetics; Mildew","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001232481,0.00007109324,0.000173577,0.00002790656,0.0000328374,0.00001084467,0.0001223536,0.00003660312,0.0001441874],"category_scores_gemma":[0.000009922525,0.00002797729,0.00008833246,0.0003885911,0.00003008034,0.00001843024,0.00001744651,0.00003692466,0.000006298425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004807364,"about_ca_system_score_gemma":0.000003629518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009519963,"about_ca_topic_score_gemma":0.002654191,"domain_scores_codex":[0.9993536,0.00006821246,0.0001557111,0.0001721948,0.00009605867,0.0001542477],"domain_scores_gemma":[0.9996979,0.0000722285,0.00004347577,0.00005181041,0.0000166642,0.0001179322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002381083,0.0001962714,0.9488556,0.00002598572,0.00007012437,0.00003645767,0.0001101225,0.0001159842,0.03876634,0.001716083,0.001051106,0.008817859],"study_design_scores_gemma":[0.00007308042,0.0000272241,0.9898284,0.00001357711,0.000102366,1.282241e-7,0.00003910562,0.0001789725,0.0003062514,0.0001668196,0.009175231,0.00008880791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981384,0.0001268232,0.000001422126,0.0004326596,0.00003258501,0.00005096964,0.0005406142,0.000008688649,0.0006678572],"genre_scores_gemma":[0.9991094,0.00003155825,0.0000227922,0.00006505947,0.00003581154,0.000004424383,0.0002359366,3.120226e-7,0.0004946847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04097287,"threshold_uncertainty_score":0.1578751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037702839871046,"score_gpt":0.2175675371490807,"score_spread":0.1971905087503702,"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."}}