{"id":"W2107786077","doi":"10.2144/05385rr01","title":"Improved T-DNA vector for Tagging Plant Promoters via High-Throughput Luciferase Screening","year":2005,"lang":"en","type":"article","venue":"BioTechniques","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vector Institute; Vlaams Instituut voor Biotechnologie","keywords":"Luciferase; Gene; Reporter gene; DNA; Biology; Promoter; Molecular biology; Plasmid; Recombinant DNA; Expression vector; Genetics; Gene expression; Genome; Computational biology; Transfection","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199827,0.0001635105,0.0001284901,0.00003295013,0.0001263951,0.00003268771,0.0001221484,0.000265492,0.000003393723],"category_scores_gemma":[0.00002321517,0.0001372976,0.0000744963,0.00003608702,0.00003325835,0.000009252282,0.0000409379,0.00006843462,0.000001314301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002059212,"about_ca_system_score_gemma":0.00003384833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008495214,"about_ca_topic_score_gemma":0.00018785,"domain_scores_codex":[0.9992009,0.00002170783,0.0001699608,0.000323334,0.00006302443,0.0002211039],"domain_scores_gemma":[0.9996179,0.000005578533,0.00007592784,0.0001966985,0.00004681393,0.00005712255],"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":[0.00006457523,0.00002836723,0.000007610383,0.00001557063,0.00002761557,0.000001168307,0.00002752703,0.000005561844,0.976668,0.00009075669,0.008623875,0.01443936],"study_design_scores_gemma":[0.000196224,0.0002006815,0.00001807225,0.00001895109,0.00001338805,0.00001906221,0.000005229083,0.00057044,0.7646911,0.000007491691,0.2340942,0.0001651072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2765012,0.001571377,0.7157581,0.003867971,0.0002218162,0.001384549,0.000253337,0.0003211426,0.0001205014],"genre_scores_gemma":[0.9080869,0.0001455549,0.08808511,0.0005982715,0.001208046,0.00011609,0.001272847,0.00003069928,0.0004564801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6315857,"threshold_uncertainty_score":0.5598834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201216933195095,"score_gpt":0.2466635169203578,"score_spread":0.2346513475884069,"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."}}