{"id":"W2054298921","doi":"10.1139/g04-095","title":"Efficient genetic transformation of <i>Sorghum </i>using a visual screening marker","year":2005,"lang":"en","type":"article","venue":"Genome","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kansas Grain Sorghum Commission","keywords":"Biology; Green fluorescent protein; Transformation (genetics); Agrobacterium; Agrobacterium tumefaciens; Reporter gene; Gene; Genetically modified crops; Molecular biology; Transgene; Sorghum; Kanamycin; Callus; Marker gene; Expression vector; Genetics; Gene expression; Recombinant DNA","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00006752702,0.00007572897,0.00007467203,0.00002822222,0.00005310958,0.000007219813,0.0000529391,0.0000734796,0.00001782998],"category_scores_gemma":[0.000003542443,0.00006756435,0.00004626939,0.00004792003,0.00002221351,0.000001792104,0.00001435598,0.00002828339,0.000005240289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008385675,"about_ca_system_score_gemma":0.00002793449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001545748,"about_ca_topic_score_gemma":0.00003573486,"domain_scores_codex":[0.9995031,0.00001701238,0.000160278,0.0001199927,0.00008105418,0.0001185982],"domain_scores_gemma":[0.9997962,0.00000144242,0.00005080933,0.0000809768,0.00003838585,0.00003217553],"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":[0.00002337766,0.00002335342,0.00005353418,0.000009983622,0.00001980489,4.088535e-7,0.0001425877,0.04672306,0.9503074,0.000004330481,0.00002084471,0.002671298],"study_design_scores_gemma":[0.0006432029,0.0001498721,0.00659687,0.00001749169,0.00005737263,0.00007080742,0.00007984065,0.02419318,0.8992819,0.000001640897,0.06865445,0.0002534027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540302,0.002443478,0.04290289,0.00005925227,0.00003558986,0.0001041716,0.00001154904,0.000005575826,0.0004072997],"genre_scores_gemma":[0.9954844,0.00004027302,0.003818393,0.00006828805,0.0002783373,0.000002881996,0.000112956,0.000008256076,0.000186207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06863361,"threshold_uncertainty_score":0.2755194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006399688364024,"score_gpt":0.2382544915390458,"score_spread":0.2281904946554055,"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."}}