{"id":"W2028732812","doi":"10.1007/s00299-014-1700-x","title":"Evaluation of somatic embryos of alfalfa for recombinant protein expression","year":2014,"lang":"en","type":"article","venue":"Plant Cell Reports","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Western University","funders":"","keywords":"Biology; Somatic embryogenesis; Somatic cell; Recombinant DNA; Embryo; Heterologous; Transformation (genetics); Gene; Cell biology; Genetics; Molecular biology; Embryogenesis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007717971,0.00006870482,0.0001217737,0.00001980608,0.00002611433,0.000002480864,0.00005463343,0.00006657213,0.000009337254],"category_scores_gemma":[0.00009284614,0.0000568038,0.00005702897,0.00002209741,0.00001651952,0.000001694264,0.00001334939,0.00001983142,4.039163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000381693,"about_ca_system_score_gemma":0.00006991595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009461914,"about_ca_topic_score_gemma":0.000007446332,"domain_scores_codex":[0.9991724,0.00004201057,0.0003214728,0.0001780553,0.0001964764,0.00008955298],"domain_scores_gemma":[0.9992449,0.0000144774,0.0003011007,0.0002812362,0.0001299099,0.0000283649],"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":[0.00001730107,0.0000993631,0.0001740649,0.00008826472,0.000010117,2.857265e-7,0.00001649283,0.00006467596,0.9971789,0.00002000641,0.0004653558,0.001865155],"study_design_scores_gemma":[0.0003191093,0.0001061859,0.0005766345,0.00005400893,0.00005618729,0.00001656494,0.00001021952,0.0008155249,0.9921315,0.0007534471,0.005090577,0.00007008896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922673,0.0001286356,0.005683532,0.00001331532,0.00006602175,0.0007034366,0.00004634334,0.000003925427,0.001087565],"genre_scores_gemma":[0.9977984,0.00001358004,0.001449528,0.00000442911,0.00002552927,0.0001576869,0.0003619649,0.00000796233,0.0001809269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005531167,"threshold_uncertainty_score":0.2316392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853731232585299,"score_gpt":0.2530201993492238,"score_spread":0.2344828870233708,"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."}}