{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003871121,0.0002384683,0.0001847661,0.0002716848,0.0002841934,0.0002434491,0.0001842863,0.0001305289,0.00158187],"category_scores_gemma":[0.000189293,0.00009780956,0.0001582488,0.0001667381,0.0001136613,0.0001025325,0.0002656631,0.0002832977,0.0001534441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311395,"about_ca_system_score_gemma":0.0004046124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417885,"about_ca_topic_score_gemma":0.01184554,"domain_scores_codex":[0.9998549,0.00002290156,0.00001026925,0.00005511611,0.00002873272,0.00002801808],"domain_scores_gemma":[0.999874,0.000027698,0.00002168624,0.00001371719,0.00001663295,0.00004614592],"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":[0.0002660716,0.0001704653,0.02884756,0.0000122908,0.00005646382,0.0001712958,0.0001344415,0.0001965209,0.9590442,0.0003663865,0.00007794125,0.01065637],"study_design_scores_gemma":[0.0001511488,0.0009956538,0.9339929,0.00001231152,0.0001655954,0.0009224011,0.0001847569,0.002458179,0.05638587,0.0001840393,0.004517105,0.00003004324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989915,0.00001905792,0.0006164558,0.000005500949,0.000001728535,0.000009422764,0.00006473155,0.00001149652,0.0002799935],"genre_scores_gemma":[0.9942033,0.00004701266,0.003457822,0.00002254941,0.000004327758,0.00002323521,0.0007695926,0.00002214015,0.001449978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003417885,"threshold_uncertainty_score":0.006795943,"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."}}