{"id":"W1964283213","doi":"10.1007/bf02986242","title":"Genetic transformation in potato: approaches and strategies","year":2007,"lang":"en","type":"article","venue":"American Journal of Potato Research","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Nova Scotia Department of Agriculture","funders":"Genome Atlantic; Atlantic Canada Opportunities Agency; Genome Canada","keywords":"Transformation (genetics); Genetically modified crops; Biotechnology; Agriculture; Transgene; Genetically modified organism; Biology; Agricultural engineering; Engineering; Genetics; Gene; Ecology","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":[0.000985225,0.00006182541,0.0001103981,0.0001618641,0.00004822817,0.00003425207,0.00009337896,0.00004067151,0.000002093076],"category_scores_gemma":[0.00003330673,0.00004793259,0.00002820515,0.0001873985,0.0002107298,0.00001249824,0.00001386277,0.0001769265,8.679413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547609,"about_ca_system_score_gemma":0.0001510192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796948,"about_ca_topic_score_gemma":0.0009008261,"domain_scores_codex":[0.99915,0.0001117754,0.0002338709,0.00009330825,0.0002087014,0.000202299],"domain_scores_gemma":[0.9996393,0.00002487834,0.00007572027,0.00006252159,0.0001157751,0.00008182545],"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":[0.0004742676,0.000104322,0.01097826,0.0000332366,0.00006257954,0.00009337705,0.003413213,0.0004472643,0.7720935,0.0005636573,0.000574364,0.211162],"study_design_scores_gemma":[0.003370605,0.00826282,0.332209,0.0001837643,0.00004634113,0.003836179,0.07703335,0.000594781,0.5100749,0.0007853922,0.0628202,0.0007827883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929065,0.00225003,0.003814275,0.0002865489,0.0000205281,0.00006762756,0.000001476612,0.000001014007,0.0006519834],"genre_scores_gemma":[0.9977261,0.0007467931,0.001311386,0.00002025712,0.0001355211,0.000001360923,0.000006333312,0.000006048596,0.00004622726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3212307,"threshold_uncertainty_score":0.1954634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199348086462799,"score_gpt":0.3325998959784764,"score_spread":0.2906064151138484,"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."}}