{"id":"W4409714031","doi":"10.1080/07388551.2025.2475127","title":"<i>AREB/ABF/ABI5</i> transcription factors in plant defense: regulatory cascades and functional diversity","year":2025,"lang":"en","type":"review","venue":"Critical Reviews in Biotechnology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"Natural Science Basic Research Program of Shaanxi Province","keywords":"Transcription factor; Functional diversity; Biology; Diversity (politics); Computational biology; Genetics; Cell biology; Biotechnology; Gene; Ecology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002854784,0.000369944,0.001122063,0.0002662809,0.0001044373,0.00001206634,0.0002038627,0.001825989,0.00001004815],"category_scores_gemma":[0.0005983631,0.000288129,0.0002139299,0.0002605267,0.0003205277,0.000006956903,0.0002485414,0.0005671748,0.000005974987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000723062,"about_ca_system_score_gemma":0.0001281292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360011,"about_ca_topic_score_gemma":0.0008498318,"domain_scores_codex":[0.9981006,0.0002547603,0.0005832894,0.0006694962,0.00009138768,0.000300432],"domain_scores_gemma":[0.9994451,0.00007708342,0.00008271448,0.0003121633,0.00002302885,0.00005993781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004435713,0.0002470824,0.0003449116,0.03056776,0.00009827285,0.0000705885,0.00005487393,8.714912e-7,0.008057057,0.0152798,0.01459733,0.9306371],"study_design_scores_gemma":[0.0001390643,0.00005766011,0.00005171499,0.0047784,0.0001520249,0.00009382092,0.00001270986,8.756788e-7,0.0007451074,0.00009869242,0.9935766,0.0002933014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004830899,0.9979213,0.0001585437,0.000238001,0.0003788861,0.0005748274,0.0001453244,0.00001941957,0.0000805411],"genre_scores_gemma":[0.0006129529,0.997817,0.00009543289,0.00009893097,0.0001056659,0.00006355459,0.0009752437,0.00001277277,0.0002183988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9789793,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550826818272359,"score_gpt":0.3005871123336111,"score_spread":0.2550788441508875,"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."}}