{"id":"W2901254282","doi":"10.1111/pbr.12657","title":"Genetic variation in an orchardgrass population promises successful direct or indirect selection of superior drought tolerant genotypes","year":2018,"lang":"en","type":"article","venue":"Plant Breeding","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Isfahan University of Technology","keywords":"Biology; Forage; Heritability; Drought tolerance; Agronomy; Chlorophyll; Population; Carotenoid; Selection (genetic algorithm); Genetic gain; Chlorophyll b; Genetic variation; Horticulture; Botany; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002959916,0.0001386994,0.0002251308,0.0000603054,0.0001658636,0.00007463434,0.0001508692,0.0001082854,0.0002111303],"category_scores_gemma":[0.00005091365,0.00006248957,0.00003256557,0.000451548,0.0000211351,0.0001869689,0.00002858229,0.00007440824,0.000004353542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296358,"about_ca_system_score_gemma":0.00001045017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569963,"about_ca_topic_score_gemma":0.01870517,"domain_scores_codex":[0.9988448,0.00007000344,0.0003166124,0.0002956699,0.0002139634,0.000258976],"domain_scores_gemma":[0.9995698,0.0001131657,0.0001384812,0.00003472777,0.00008273803,0.00006103777],"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":[0.0001211927,0.00003702519,0.4166782,0.00001291726,0.000006986713,0.000001978487,0.000332279,0.00005621418,0.5725526,0.000009543517,0.00001107693,0.01017997],"study_design_scores_gemma":[0.0001359419,0.0006232017,0.9680533,0.00008198432,0.00001680731,0.00002277304,0.00007387152,0.01218809,0.0183569,0.0000463722,0.0002242434,0.0001765198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991444,0.00003596869,0.00001149404,0.00004376026,0.0002141927,0.0002350313,0.00009103406,0.00004564241,0.0001785076],"genre_scores_gemma":[0.9986908,0.00003639539,0.0005157475,0.00001645249,0.0005910998,0.00001212522,0.0001109984,0.000002123183,0.00002430091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5541957,"threshold_uncertainty_score":0.9992009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563568516881861,"score_gpt":0.2273490797395405,"score_spread":0.191713394570722,"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."}}