{"id":"W2552173113","doi":"10.1139/cjps-2016-0140","title":"Selection criteria for assessing drought tolerance in a segregating population of flax (Linum usitatissimum L.)","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Isfahan; Isfahan University of Technology","keywords":"Drought tolerance; Biplot; Agronomy; Biology; Linum; Irrigation; Population; Trait; Grain yield; Selection (genetic algorithm); Drought stress; Genotype; Demography; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008018825,0.00005281814,0.0001119012,0.00007846975,0.000175636,0.00007828478,0.0001763137,0.00003135029,0.00002874043],"category_scores_gemma":[0.0002384825,0.00002082345,0.00002709723,0.0003751793,0.00005243855,0.0003448336,0.00000487394,0.00004322845,2.615744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916219,"about_ca_system_score_gemma":0.000145361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104952,"about_ca_topic_score_gemma":0.04914303,"domain_scores_codex":[0.9992468,0.00002177559,0.0002597617,0.0001037284,0.0001426964,0.0002252607],"domain_scores_gemma":[0.9993021,0.0001569439,0.0002215175,0.00001463798,0.0001485786,0.0001561609],"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":[0.000006928389,0.000003138486,0.1735281,0.000005241235,9.458099e-7,0.000004144323,0.0001074421,0.00006252572,0.8063678,0.0001233142,0.00008287507,0.01970751],"study_design_scores_gemma":[0.0001708066,0.0001539142,0.9811528,0.0004717941,0.000004426262,0.0001105419,0.0001580585,0.00389832,0.01203096,0.0008921897,0.0008420246,0.0001141928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989508,0.00003359442,0.0001421616,0.0004038808,0.0002639846,0.00005775801,0.0001023547,0.000001336451,0.00004409898],"genre_scores_gemma":[0.9983016,0.000003522222,0.001525835,0.00002310878,0.0001278113,5.831141e-7,0.000003156761,4.144273e-7,0.00001392415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076246,"threshold_uncertainty_score":0.9682076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879777654906888,"score_gpt":0.256680605760671,"score_spread":0.2178828292116022,"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."}}