{"id":"W2124214650","doi":"10.1139/b06-069","title":"Plants as factories for production of biopharmaceutical and bioindustrial proteins: lessons from cell biologyThis review is one of a selection of papers published in the Special Issue on Plant Cell Biology.","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biopharmaceutical; Biology; Function (biology); Biotechnology; Genetically modified crops; Computational biology; Transgene; Biochemical engineering; Cell biology; Gene; Biochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002216068,0.00008628316,0.0002327571,0.00007387606,0.00003622055,0.000005439777,0.000122786,0.0001423494,0.0001014155],"category_scores_gemma":[0.00007221907,0.00006360817,0.00006189624,0.0000940158,0.0001458427,0.000005460952,0.000003857882,0.0001219437,1.803433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000142418,"about_ca_system_score_gemma":0.0003412169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751976,"about_ca_topic_score_gemma":0.003689699,"domain_scores_codex":[0.9992239,0.00006246595,0.0003854253,0.0001406158,0.00005914794,0.0001284644],"domain_scores_gemma":[0.9994404,0.00003028043,0.0002875564,0.00009595076,0.00008354239,0.00006222262],"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":[0.0002216223,0.00008888199,0.001411948,0.00007324581,0.00003505329,9.031744e-7,0.00008209886,0.000002082392,0.9848676,0.00003629476,0.01186329,0.001317027],"study_design_scores_gemma":[0.0007587434,0.0005455547,0.003330947,0.0001766824,0.00006576446,0.00001533534,0.000108251,0.000001181642,0.8457716,0.000111855,0.1490328,0.00008121786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915752,0.003400533,0.00001322146,0.002503561,0.0002062812,0.0004845104,0.001514867,6.233343e-7,0.0003012414],"genre_scores_gemma":[0.9970217,0.001672555,0.0001308626,0.0001143444,0.0009390422,0.000008993024,0.00007642545,0.000005257968,0.00003081884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1390959,"threshold_uncertainty_score":0.2648475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616705417705206,"score_gpt":0.2714955007140956,"score_spread":0.2453284465370436,"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."}}