{"id":"W4411877549","doi":"10.1007/s10681-025-03552-1","title":"Evaluation of winter rye genotypes for Fusarium head blight, leaf rust, and ergot resistance in multi-environment replicated trials","year":2025,"lang":"en","type":"article","venue":"Euphytica","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"Agriculture and Agri-Food Canada; Bayer CropScience; University of Manitoba; Western Grains Research Foundation","keywords":"Biology; Rust (programming language); Fusarium; Agronomy; Blight; Resistance (ecology); Genotype; Fungi imperfecti; Plant disease resistance; Horticulture; Botany; Gene","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":[0.001202282,0.00007431951,0.0002013665,0.00002154534,0.00005848311,0.00001739568,0.00007386306,0.00005647433,0.0001000531],"category_scores_gemma":[0.0004171509,0.00003193196,0.00005597999,0.0001155449,0.00003393478,0.0000543753,0.00002441221,0.00005505369,0.0000058742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074522,"about_ca_system_score_gemma":0.00001035676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004635369,"about_ca_topic_score_gemma":0.00144815,"domain_scores_codex":[0.9990906,0.0001481625,0.0003059916,0.0002118884,0.000127605,0.0001157268],"domain_scores_gemma":[0.9992922,0.0004745268,0.00008936473,0.00005385984,0.00006706804,0.00002297144],"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":[0.0007283584,0.0005736938,0.003597548,0.00003861384,0.00009633346,9.467043e-7,0.0001622617,0.00002234754,0.9604723,0.00164304,0.006028313,0.02663621],"study_design_scores_gemma":[0.002938783,0.000286437,0.6955677,0.0002283749,0.0003155012,0.000001205511,0.0002384092,0.004240552,0.06418637,0.004308937,0.2273611,0.0003266149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883873,0.001502715,0.0001624029,0.004522945,0.0002133903,0.0009947425,0.0002328755,0.00002195502,0.003961633],"genre_scores_gemma":[0.9974459,0.00005761277,0.0005137441,0.00007885003,0.00004740358,0.00007779428,0.0000489733,5.23839e-7,0.001729165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.896286,"threshold_uncertainty_score":0.1302147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574384376929253,"score_gpt":0.3537380859928028,"score_spread":0.1962996482998775,"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."}}