{"id":"W2894880075","doi":"10.3389/fpls.2018.01302","title":"Screening Oat Genotypes for Tolerance to Salinity and Alkalinity","year":2018,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Chinese Academy of Agricultural Sciences; North Dakota State University","keywords":"Alkalinity; Salinity; Germination; Biplot; Agronomy; Chlorophyll; Alkali soil; Crop; Sowing; Biology; Environmental science; Horticulture; Chemistry; Soil water; Genotype; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007203363,0.00008013337,0.0001167068,0.00003309423,0.0003765314,0.00008775892,0.0002999187,0.0000372081,0.000008015791],"category_scores_gemma":[0.0001098933,0.00003640719,0.00001587938,0.0004012667,0.0002024835,0.0001006683,0.0000791404,0.00005165229,0.000002554954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001096166,"about_ca_system_score_gemma":0.00001017251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455019,"about_ca_topic_score_gemma":0.0004434176,"domain_scores_codex":[0.9990485,0.00001304045,0.0001231209,0.0003246499,0.000166332,0.0003243045],"domain_scores_gemma":[0.9996646,0.00008264166,0.00003513089,0.00003841992,0.00004998568,0.000129216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919904,0.00003308136,0.5134841,0.00001021319,0.000004124348,0.000003334816,0.0006834028,0.00003526307,0.2852726,0.0003138393,0.008146488,0.1918215],"study_design_scores_gemma":[0.0002238429,0.000567915,0.9139147,0.00007551182,0.000006140936,0.00001421244,0.0005499048,0.01555205,0.02125779,0.002078684,0.04536647,0.0003927712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958677,0.00008050515,0.002417316,0.0003847511,0.0005570767,0.0001969257,0.00020158,0.00001638145,0.0002777381],"genre_scores_gemma":[0.9697022,0.00002181909,0.02961169,0.0003695838,0.0002331753,0.000007170653,0.00001003625,4.371826e-7,0.00004392573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004306,"threshold_uncertainty_score":0.2896013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274141859828403,"score_gpt":0.2329179463097036,"score_spread":0.2001765277114196,"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."}}