{"id":"W3111767193","doi":"10.1080/07060661.2020.1861102","title":"Building on a foundation: advances in epidemiology, resistance breeding, and forecasting research for reducing the impact of fusarium head blight in wheat and barley","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Grains Research Foundation","keywords":"Biology; Biotechnology; Disease; Quantitative trait locus; Plant disease resistance; Plant disease; Fusarium; Genetics; Medicine; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002245455,0.00008062064,0.0002848828,0.00007115798,0.00014642,0.00001839953,0.0001528806,0.00008879126,0.000009268681],"category_scores_gemma":[0.001430009,0.00002640241,0.00004257601,0.0002251424,0.0001246028,0.0001052371,0.00001696772,0.0003215219,1.375698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005200744,"about_ca_system_score_gemma":0.00005404182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001882,"about_ca_topic_score_gemma":0.06976006,"domain_scores_codex":[0.9987705,0.0002827872,0.0003845752,0.0001645088,0.00006012421,0.0003375424],"domain_scores_gemma":[0.9981029,0.001464599,0.0001460936,0.0000235813,0.00008312131,0.0001797064],"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":[0.001243375,0.00004790134,0.414941,0.0001401063,0.00003806138,0.0005227744,0.005026418,0.0005064112,0.49479,0.01169866,0.003357727,0.06768755],"study_design_scores_gemma":[0.001411039,0.007426943,0.9403207,0.0009905464,0.00001856075,0.001545924,0.002570361,0.0007005666,0.003329089,0.01427226,0.02701185,0.0004021983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881923,0.003993053,0.000007918154,0.007316817,0.00005731324,0.000163566,0.00007469489,0.000001081968,0.0001932469],"genre_scores_gemma":[0.9989926,0.0003214579,0.0003121527,0.000131638,0.0002239254,0.000004534218,0.000008357469,7.335275e-7,0.000004647311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5253797,"threshold_uncertainty_score":0.9472144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501930415802828,"score_gpt":0.3483111557369156,"score_spread":0.1981181141566328,"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."}}