{"id":"W4249356475","doi":"10.22541/au.158057216.61888397","title":"Improved thermotolerance in transgenic barley by overexpressing a heat shock factor gene (TaHsfA6b) from wheat","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Heat shock protein; Heat shock factor; Biology; Gene; Transgene; Heat shock; Cell biology; Abiotic stress; Genetically modified crops; Gene expression; Downregulation and upregulation; Abiotic component; Transcription factor; Hsp70; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001670988,0.0006686194,0.0007105081,0.0001009794,0.0001090503,0.0001290732,0.001036195,0.001219997,0.0003809877],"category_scores_gemma":[0.0001626651,0.0006557635,0.0002655417,0.0002053598,0.000125962,0.00001075635,0.0003611217,0.001033337,0.0001020391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107588,"about_ca_system_score_gemma":0.0004156054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003273,"about_ca_topic_score_gemma":0.0006258266,"domain_scores_codex":[0.9962721,0.0003678865,0.0006051614,0.001441782,0.0004686683,0.0008443651],"domain_scores_gemma":[0.9981312,0.00004532892,0.00008232185,0.001287346,0.00006522804,0.0003885735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00018472,0.00006346262,0.00001737294,0.00006185906,0.00007316962,0.00001874367,0.00003164537,0.000002438718,0.5579386,5.884628e-8,0.440749,0.0008589285],"study_design_scores_gemma":[0.0008946233,0.000223131,0.000099242,0.0001002498,0.00002276857,0.000003567578,0.000008531695,0.0001428226,0.4132164,0.000007869196,0.5847393,0.0005414725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07320305,0.003214311,0.0003554306,0.0002348636,0.0001553876,0.001015502,0.9217586,0.00002461343,0.00003824828],"genre_scores_gemma":[0.04599471,0.001301756,0.0002547054,0.000417425,0.0005505922,0.0002585766,0.9509374,0.0001122858,0.0001725271],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1447221,"threshold_uncertainty_score":0.9995894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809644631615173,"score_gpt":0.2824475189953102,"score_spread":0.2643510726791585,"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."}}