{"id":"W4290761358","doi":"10.1002/ppj2.20050","title":"Relationships between roots, the stay‐green phenotype, and agronomic performance in barley and wheat grown in semi‐arid conditions","year":2022,"lang":"en","type":"article","venue":"The Plant Phenome Journal","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Montana Wheat and Barley Committee","keywords":"Hordeum vulgare; Seedling; Agronomy; Biology; Arid; Crop; Root system; Yield (engineering); Greenhouse; Poaceae; Crop yield; 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":[0.0002640208,0.0002500079,0.0003320919,0.0003981375,0.0002123139,0.0003249726,0.0001785275,0.0002301143,0.0007318193],"category_scores_gemma":[0.0004141935,0.0001541739,0.00017465,0.0003041444,0.0002195938,0.0002771557,0.0002744829,0.0004003602,0.0001586147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071512,"about_ca_system_score_gemma":0.0001633865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840509,"about_ca_topic_score_gemma":0.005760031,"domain_scores_codex":[0.9998642,0.00002495804,0.0000179717,0.0000436267,0.00002141975,0.00002767061],"domain_scores_gemma":[0.9992051,0.0002200635,0.0001691348,0.00006043077,0.00008973564,0.0002555872],"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":[0.001711,0.0001454486,0.03141771,0.00004351852,0.00004798122,0.0001322145,0.0001867986,0.0001210663,0.9646284,0.00003816956,0.00003588048,0.001491968],"study_design_scores_gemma":[0.00002387732,0.001479935,0.9574177,0.000004785508,0.00002751728,0.000141726,0.0003777109,0.0004628683,0.0398001,0.00004055902,0.0002095173,0.00001365876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996673,0.00003014129,0.00006796358,0.000003734006,0.0000013225,0.000002811942,0.0001492389,0.000003985096,0.0000735508],"genre_scores_gemma":[0.9990479,0.00002070735,0.0001410886,0.00001016047,0.000001059323,0.000008790124,0.0003592863,0.000007335106,0.0004036466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003840509,"threshold_uncertainty_score":0.007636309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455465048621727,"score_gpt":0.1975661968862347,"score_spread":0.1630115464000174,"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."}}