{"id":"W2041203022","doi":"10.1016/j.nbt.2011.06.014","title":"Optimization of Brassica napus (canola) explant regeneration for genetic transformation","year":2011,"lang":"en","type":"article","venue":"New Biotechnology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Plant Biotechnology Institute; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Agricultural Research Institute","keywords":"Canola; Explant culture; Biology; Hypocotyl; Brassica; Transformation (genetics); Shoot; Embryo rescue; Botany; Raphanus; Agrobacterium; Horticulture; Ploidy; Gene; Genetics; In vitro","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":[0.00004422199,0.0001034885,0.0001130867,0.0000742651,0.00005460894,0.000004677175,0.0001164874,0.0004406958,0.00001431914],"category_scores_gemma":[0.00002452546,0.0000933077,0.00004933915,0.00007922736,0.00004630338,0.000006881186,0.0000129309,0.00004379468,0.000002084879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009569581,"about_ca_system_score_gemma":0.00008184847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008314216,"about_ca_topic_score_gemma":0.000400656,"domain_scores_codex":[0.9993882,0.00001588128,0.0002170847,0.0001966685,0.00005171853,0.0001305106],"domain_scores_gemma":[0.9996142,0.000002715109,0.0001076187,0.0001838451,0.00006010419,0.00003154042],"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":[0.00008341426,0.00002958557,0.00002780597,0.00001390681,0.00002627954,3.403522e-7,0.0001231472,0.001180684,0.9811625,0.00152044,0.002513286,0.01331859],"study_design_scores_gemma":[0.0004728082,0.0004274576,0.00005169998,0.000007100845,0.00002521114,0.00002930368,0.0000297602,0.001685343,0.9764796,0.0001180159,0.02056326,0.0001104199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.147529,0.0009750392,0.8497722,0.0006986166,0.0002013728,0.0003961145,0.00003353258,0.00004096891,0.0003531742],"genre_scores_gemma":[0.9114549,0.001006832,0.08566649,0.00009386693,0.0002299308,0.00004606185,0.000882134,0.00002079516,0.000599062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7641057,"threshold_uncertainty_score":0.3804978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841319669394588,"score_gpt":0.2194956675527649,"score_spread":0.201082470858819,"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."}}