{"id":"W2535482783","doi":"10.12665/j21.kamen","title":"Adenovirus Type 5 (Ad5) Chromatographic Purification Process at the 20 L Scale","year":2003,"lang":"en","type":"article","venue":"BioProcessing Journal","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Chromatography; Process (computing); Chemistry; Computer science","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":[0.000621365,0.0001331307,0.00009504076,0.00004202908,0.0006562857,0.0001293328,0.0002571161,0.0001286013,0.0001163831],"category_scores_gemma":[0.0001892045,0.0000930093,0.00007099817,0.0002867422,0.0001825385,0.00001197988,0.0000217675,0.0001753877,0.00002816849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640142,"about_ca_system_score_gemma":0.0002401474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001130102,"about_ca_topic_score_gemma":0.00001105681,"domain_scores_codex":[0.99891,0.0001058376,0.0002636103,0.0002667661,0.0002224762,0.0002312873],"domain_scores_gemma":[0.99905,0.000005687365,0.0002118845,0.0003192733,0.0003053532,0.0001077524],"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":[0.0001332336,0.0001781816,0.03340181,0.00006490666,0.0000451,0.000002247001,0.0002461917,0.00003116194,0.9558694,0.00006983818,0.001555523,0.008402416],"study_design_scores_gemma":[0.0006511514,0.0001563441,0.01275409,0.00004096666,0.00003706499,0.0007732331,0.0004490715,0.00004016743,0.7625985,0.001093492,0.2210452,0.0003607189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823648,0.01312872,0.001426571,0.0005801616,0.0002335464,0.0001579979,0.000004590504,0.00001869805,0.002084922],"genre_scores_gemma":[0.9978148,0.0002919329,0.0004249113,0.0002055288,0.0001655742,0.00001469717,0.0000191633,0.00001737963,0.001046041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194896,"threshold_uncertainty_score":0.5047686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393002232601962,"score_gpt":0.2719599314755031,"score_spread":0.2580299091494835,"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."}}