{"id":"W2050161820","doi":"10.1186/1753-6561-5-s7-p79","title":"Identification of genes that contribute to drought stress tolerance in Populus","year":2011,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Higher Education Commision, Pakistan","keywords":"Identification (biology); Drought stress; Medicine; Drought tolerance; Gene; Computational biology; Stress (linguistics); Bioinformatics; Biology; Botany; Genetics","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":[0.0001792988,0.00006878853,0.00009836366,0.00001893476,0.00003995503,0.00002260883,0.0001717443,0.00003640544,0.0000586292],"category_scores_gemma":[0.00002246084,0.00003025245,0.00002849064,0.0002884972,0.00002170598,0.0001388656,0.00005474488,0.00002908589,0.0000126265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001418836,"about_ca_system_score_gemma":0.000001809025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149902,"about_ca_topic_score_gemma":0.0005308854,"domain_scores_codex":[0.9993323,0.000005139522,0.0001844891,0.000221317,0.0001173942,0.0001393297],"domain_scores_gemma":[0.9997475,0.000004209495,0.00009745845,0.00002675652,0.0000839866,0.00004013747],"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":[0.0001381521,0.0002722468,0.3060312,0.00008060072,0.000008897506,6.843454e-7,0.0009632969,0.000007999207,0.6402889,0.01230303,0.001292871,0.03861209],"study_design_scores_gemma":[0.0001018486,0.00006083453,0.5995133,0.00002414604,0.000004523311,8.04462e-7,0.0007904343,0.00003466764,0.3908239,0.000347954,0.008191156,0.0001064122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982964,0.0001000127,0.00002657919,0.0004410463,0.0001358381,0.0001976686,0.000008524698,0.00003262854,0.0007613066],"genre_scores_gemma":[0.9987864,0.00003540672,0.0001888739,0.00009697882,0.00007340844,0.00003392739,0.000004882621,5.750497e-7,0.0007795456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934821,"threshold_uncertainty_score":0.1233659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993705713608822,"score_gpt":0.2261662460338231,"score_spread":0.1862291888977349,"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."}}