{"id":"W2067651229","doi":"10.1002/bit.20074","title":"Insights into adenoviral vector production kinetics in acoustic filter‐based perfusion cultures","year":2004,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Cell culture; Bioreactor; Perfusion; Cell; Biology; Metabolite; Biophysics; Chromatography; Chemistry; Biochemistry; Internal medicine; Medicine; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009053335,0.000612931,0.0007760722,0.0003077601,0.0001580899,0.001193951,0.0005665611,0.0004800427,0.0006137684],"category_scores_gemma":[0.0008750236,0.000330433,0.0003813092,0.0003066206,0.0002304502,0.0007546401,0.0002451691,0.001256409,0.0008587832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008163066,"about_ca_system_score_gemma":0.0004245233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508381,"about_ca_topic_score_gemma":0.001149637,"domain_scores_codex":[0.9996457,0.00004814711,0.00003663278,0.00009286335,0.0001369187,0.00003977624],"domain_scores_gemma":[0.9996018,0.0002175868,0.00005362394,0.00002291556,0.00007537333,0.0000286764],"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":[0.00003543289,0.00001832145,0.0002616686,0.00003853077,0.000002223732,0.00002116782,0.00002868554,0.0002980809,0.9970086,0.0001000409,0.0000295894,0.002157635],"study_design_scores_gemma":[0.000008100865,0.00017011,0.001782522,0.00001574874,0.00001351585,0.00009344491,0.00003860927,0.01008989,0.9854881,0.0001317169,0.002148286,0.00001989223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8112445,0.003714605,0.1777948,0.0003891072,0.0000951473,0.0003539724,0.002563394,0.000790716,0.003053622],"genre_scores_gemma":[0.8372713,0.00631618,0.1470413,0.0001889896,0.00004086367,0.0005321288,0.00276694,0.0003103547,0.005531993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001508381,"threshold_uncertainty_score":0.005922675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005059374916625481,"score_gpt":0.2222508617695897,"score_spread":0.2171914868529642,"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."}}