{"id":"W4400008294","doi":"10.1201/9781032693385-11","title":"Epigenomics for Abiotic Stress Tolerance in Cereals","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Abiotic stress; Abiotic component; Epigenomics; Biology; Genetics; Ecology","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":[0.000930075,0.0004018031,0.0005790935,0.001341857,0.0003702927,0.001183425,0.0004849082,0.0005789464,0.005850904],"category_scores_gemma":[0.000917428,0.0002165263,0.0005771514,0.001437262,0.0003739093,0.0008335642,0.0008860869,0.001020144,0.001545556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621355,"about_ca_system_score_gemma":0.0006360399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184517,"about_ca_topic_score_gemma":0.001733303,"domain_scores_codex":[0.9997178,0.00003802752,0.00001505237,0.000136092,0.00006586169,0.00002714125],"domain_scores_gemma":[0.9994909,0.0001392189,0.0001391752,0.00006516301,0.0001013783,0.00006420392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006052239,0.00006819075,0.02353559,0.004123607,0.0003962105,0.0009121416,0.0007463346,0.001303664,0.5594063,0.03256998,0.01848098,0.3578517],"study_design_scores_gemma":[0.00005493932,0.0004734016,0.1914967,0.0009188649,0.0005331259,0.002219453,0.000432695,0.002950259,0.05377527,0.03939617,0.7076275,0.0001216313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2044123,0.4388501,0.21465,0.01203235,0.003509515,0.0003950784,0.05316783,0.004611921,0.06837102],"genre_scores_gemma":[0.6723176,0.1448703,0.1148769,0.005204176,0.002037112,0.0004602323,0.03389413,0.0009081109,0.02543152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005850904,"threshold_uncertainty_score":0.01957327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821334799718596,"score_gpt":0.2219300001108309,"score_spread":0.193716652113645,"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."}}