{"id":"W3145434778","doi":"10.22541/au.158750380.04327747","title":"Advancements in Insect-Cell Baculovirus Expression Vector Platform for Production of Recombinant Adeno-Associated Virus-Based Gene Delivery Vectors","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Bioprocess; Vector (molecular biology); Baculoviridae; Viral vector; Computational biology; Scalability; Biotechnology; Gene delivery; Computer science; Cell culture; Biology; Recombinant DNA; Gene; Transfection; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001941672,0.0004585864,0.0005176882,0.0001750342,0.0001247034,0.00002159213,0.0003538377,0.0006325907,0.00004738953],"category_scores_gemma":[0.0003895423,0.0004406076,0.0002998515,0.0002392019,0.00007688176,0.00001317682,0.0001771881,0.0002707938,0.00001660651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075453,"about_ca_system_score_gemma":0.00029112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003345431,"about_ca_topic_score_gemma":0.0003696629,"domain_scores_codex":[0.9976649,0.0001173515,0.00064766,0.000870149,0.0002879186,0.0004120632],"domain_scores_gemma":[0.9984373,0.00003599483,0.0006128614,0.0005891459,0.0001674428,0.000157267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007166733,0.0006037813,0.00009341638,0.0002423149,0.00004396516,0.000004254799,0.00001454436,0.0001645353,0.4134942,1.747892e-7,0.5844905,0.0001316003],"study_design_scores_gemma":[0.001627017,0.001469664,0.0002826158,0.0002630939,0.00009126698,0.000001271257,0.00001598395,0.00002631881,0.6087084,0.00002557419,0.3870283,0.0004605096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3063738,0.0009931794,0.00005701011,0.00002633255,0.002818012,0.001252885,0.688442,0.00002552614,0.0000112584],"genre_scores_gemma":[0.1433721,0.0009291554,0.0001698208,0.0001469546,0.0003111947,0.0003691917,0.8545125,0.00006202688,0.0001271557],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1974622,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250063299962681,"score_gpt":0.2693101592074323,"score_spread":0.2468095262078055,"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."}}