{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001944616,0.0003726563,0.0003809244,0.0009976379,0.00091156,0.0008345999,0.0002688509,0.0002275728,0.0010806],"category_scores_gemma":[0.0002927805,0.0001122911,0.0004099558,0.001534587,0.0002557566,0.00011913,0.0002248027,0.0003068065,0.0003154943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867531,"about_ca_system_score_gemma":0.001541566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1982805,"about_ca_topic_score_gemma":0.3685026,"domain_scores_codex":[0.9997626,0.00001061202,0.00001508293,0.00006631435,0.00007869182,0.00006664034],"domain_scores_gemma":[0.9997364,0.00002214929,0.00003606877,0.00001469666,0.0001095482,0.00008116728],"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":[0.0009542314,0.0002580798,0.06218465,0.0002123366,0.00009297387,0.0008813741,0.001368546,0.0002360373,0.9128664,0.0001684404,0.0006586341,0.02011837],"study_design_scores_gemma":[0.00001702927,0.0007506037,0.9358782,0.0000252617,0.0001595216,0.0004827621,0.001826119,0.0002926805,0.05006642,0.00003481813,0.01043773,0.00002889923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945031,0.0002050888,0.0003901329,0.0000310666,0.00001201383,0.00006084819,0.00360996,0.00002984883,0.001157945],"genre_scores_gemma":[0.9770576,0.0004159456,0.003478013,0.00008746283,0.000005601858,0.00004740904,0.01217098,0.00007367076,0.006663251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8017194,"threshold_uncertainty_score":0.3942528,"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."}}