{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007929807,0.0009458489,0.001285029,0.0007775524,0.0004532021,0.0009109756,0.0006126381,0.0005398546,0.001727337],"category_scores_gemma":[0.0009128194,0.0004387642,0.0007018325,0.0008599918,0.0002845812,0.0005159628,0.0005788551,0.001111651,0.001282667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006277463,"about_ca_system_score_gemma":0.0004375406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155788,"about_ca_topic_score_gemma":0.003000211,"domain_scores_codex":[0.9990791,0.000204457,0.000148537,0.000167705,0.0002734226,0.0001267979],"domain_scores_gemma":[0.9994442,0.0002516304,0.00008177592,0.00008795602,0.00007848924,0.00005595124],"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":[0.00002881722,0.0000191225,0.00008400525,0.0000309217,0.000003761183,0.00002338816,0.00001434043,0.0001317216,0.9982069,0.00002978115,0.00002253838,0.001404684],"study_design_scores_gemma":[0.000005379537,0.00006831993,0.001466295,0.000005367432,0.00002555613,0.00008614863,0.00001937231,0.0006616195,0.9958198,0.00002760743,0.00180539,0.000009229244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799105,0.003356942,0.1061567,0.000349719,0.0001188958,0.0006845805,0.001763283,0.001168637,0.006490763],"genre_scores_gemma":[0.9144542,0.002478716,0.07093353,0.0001305634,0.0000385784,0.0005643677,0.004385354,0.0008096272,0.006205018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001727337,"threshold_uncertainty_score":0.005778551,"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."}}