{"id":"W4392650238","doi":"10.3390/plants13060799","title":"Bringing Barley Back: Analysis of Heritage Varieties for Use as Germplasm Sources to Improve Resistance against the Most Devastating, Contemporary Disease in Canada, Fusarium Head Blight (Fusarium graminearum)","year":2024,"lang":"en","type":"article","venue":"Plants","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Government of Canada","keywords":"Germplasm; Biology; Fusarium; Cultivar; Blight; Hordeum vulgare; Resistance (ecology); Mycotoxin; Plant disease resistance; Agronomy; Horticulture; Biotechnology; Poaceae","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":[0.0002366674,0.0002118939,0.0003393462,0.00005323111,0.0001601155,0.0002114291,0.0003272233,0.00005661196,0.00002545176],"category_scores_gemma":[0.0001257355,0.00007971427,0.0001271814,0.0009591191,0.00003787423,0.0001560746,0.00008433904,0.0001398334,0.00000479135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007474045,"about_ca_system_score_gemma":0.0001404687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2554379,"about_ca_topic_score_gemma":0.7899716,"domain_scores_codex":[0.9984251,0.00006875495,0.0003957424,0.0004315682,0.0003079195,0.0003708934],"domain_scores_gemma":[0.9987276,0.0008237361,0.0001017981,0.000112996,0.00006666504,0.0001672269],"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":[0.001988698,0.0004424095,0.3809317,0.0008286211,0.002492944,0.0005851274,0.005796653,0.001375207,0.5476854,0.002264264,0.03580505,0.01980393],"study_design_scores_gemma":[0.0004374759,0.0002680495,0.764134,0.0003139116,0.0003973846,0.000003098551,0.003926774,0.008799234,0.02141116,0.0002337196,0.1989371,0.001138101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915164,0.001127932,0.00001585084,0.0009779325,0.0002145599,0.0004907391,0.004800672,0.00002955638,0.0008264075],"genre_scores_gemma":[0.9970367,0.00003760474,0.00007727577,0.0005568482,0.00009949666,0.00005401774,0.0006305468,0.000002716039,0.00150479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5345337,"threshold_uncertainty_score":0.7495202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047907103221068,"score_gpt":0.2219582526248431,"score_spread":0.2014791815926324,"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."}}