{"id":"W4320714806","doi":"10.1002/jsfa.12504","title":"Selection of oat (<i>Avena sativa</i> L.) drought‐tolerant genotypes based on multiple yield‐associated traits","year":2023,"lang":"en","type":"article","venue":"Journal of the Science of Food and Agriculture","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Canadian Field Crop Research Alliance","keywords":"Avena; Drought tolerance; Agronomy; Biology; Yield (engineering); Trait; Crop; Biomass (ecology); Transpiration; Photosynthesis; Botany","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":[0.0003119685,0.0004303019,0.0003705199,0.0006492776,0.0002308897,0.0003565793,0.0002810701,0.000193928,0.0007146724],"category_scores_gemma":[0.0001915752,0.0001623093,0.0004167336,0.0003707114,0.0001503099,0.0001821664,0.000260146,0.0003086436,0.000215941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586589,"about_ca_system_score_gemma":0.0001690174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013777,"about_ca_topic_score_gemma":0.002699063,"domain_scores_codex":[0.9998517,0.00002144464,0.00002319983,0.00005836577,0.00002447523,0.00002081592],"domain_scores_gemma":[0.9997782,0.00002924922,0.00007532325,0.00001930917,0.00003165651,0.00006624067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001283881,0.00004328358,0.005021012,0.00002952773,0.0000247024,0.00007691307,0.00003476799,0.0001166681,0.9914234,0.00003642501,0.00002722555,0.003037763],"study_design_scores_gemma":[0.0001858676,0.001814967,0.6389962,0.00003192555,0.000355821,0.001309928,0.0003888953,0.008442112,0.343195,0.0001761611,0.005027316,0.00007574638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995903,0.0001482078,0.003107441,0.00002192733,0.000008207207,0.00003344897,0.0004044195,0.00008288622,0.0002905314],"genre_scores_gemma":[0.9803224,0.0001850014,0.01602264,0.00005625975,0.000009794489,0.00005710049,0.001833679,0.00009990493,0.001413233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013777,"threshold_uncertainty_score":0.00273937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208973410709435,"score_gpt":0.1883963092869311,"score_spread":0.1674989682159876,"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."}}