{"id":"W3014877005","doi":"10.1016/j.jcs.2020.102981","title":"Identification of CIMMYT spring bread wheat germplasm maintaining superior grain yield and quality under heat-stress","year":2020,"lang":"en","type":"article","venue":"Journal of Cereal Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades; Cornell University; Department for International Development; Bill and Melinda Gates Foundation","keywords":"Germplasm; Agronomy; Sowing; Cultivar; Heat stress; Grain quality; Yield (engineering); Biology; Environmental science; Materials science; Animal science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002977574,0.0002854377,0.0002794797,0.000632352,0.0003123519,0.0002935844,0.0003913079,0.0003097228,0.001688905],"category_scores_gemma":[0.0004103119,0.0001737745,0.0003334192,0.000409147,0.0002026961,0.0001567834,0.0003774146,0.0004944404,0.0003477708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216174,"about_ca_system_score_gemma":0.0001823555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124299,"about_ca_topic_score_gemma":0.001828174,"domain_scores_codex":[0.9998556,0.0000201501,0.00001810697,0.00005560513,0.00001904472,0.00003134529],"domain_scores_gemma":[0.9997671,0.00006446995,0.0000440856,0.00003085709,0.00002206967,0.0000713569],"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":[0.000291335,0.00006576016,0.001511714,0.00002782761,0.00001527995,0.0001988487,0.0001092661,0.00003683913,0.9958176,0.00006443494,0.00005142368,0.001809653],"study_design_scores_gemma":[0.0003846469,0.001433581,0.6203514,0.00004613652,0.0002604464,0.003446133,0.0007772994,0.00147032,0.3617927,0.00019611,0.009802114,0.00003903014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996685,0.0001561648,0.0011851,0.00005850475,0.00002368865,0.00006543547,0.0009450034,0.00003501864,0.0008461638],"genre_scores_gemma":[0.9885179,0.0001563545,0.003008797,0.000125646,0.00001459137,0.00007103707,0.005738519,0.00005512665,0.002312046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001688905,"threshold_uncertainty_score":0.005649924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176969316589673,"score_gpt":0.278218747284309,"score_spread":0.2264490541184123,"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."}}