{"id":"W7098314637","doi":"","title":"DOWNSTREAM PROCESSING OF RECOMBINANT RETROVIRAL VECTORS","year":2015,"lang":"en","type":"article","venue":"","topic":"Andrographolide Research and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recombinant DNA; Downstream (manufacturing); Cell culture; Transfection; Vector (molecular biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137814,0.00003956999,0.0001041547,0.00006291836,0.0000186879,0.000005113995,0.00003702706,0.00002599766,0.00005012373],"category_scores_gemma":[0.00005616809,0.00002691132,0.00003674691,0.0002488572,0.00006372928,0.00003647014,0.00001384241,0.00006522514,0.00002242607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001647866,"about_ca_system_score_gemma":0.0001557999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009284358,"about_ca_topic_score_gemma":0.000003954522,"domain_scores_codex":[0.9995199,0.00000680065,0.0001056918,0.00008132843,0.0001637778,0.0001225015],"domain_scores_gemma":[0.9995413,0.000007771244,0.00002571979,0.000119557,0.0001252132,0.0001804851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004796268,0.001460825,0.5128652,0.0003269174,0.00008430431,0.00002914252,0.0006235382,0.00000179102,0.01576905,0.009117509,0.08196901,0.3772731],"study_design_scores_gemma":[0.02154921,0.0126091,0.3587568,0.001096927,0.000414967,0.0006032087,0.01148614,0.003945765,0.2841211,0.01759384,0.2866481,0.001174801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077639,0.0002780671,0.0005659034,0.000979378,0.00002717862,0.0002192453,0.000001079932,0.00005432537,0.09011092],"genre_scores_gemma":[0.9952205,0.00002133202,0.001703931,0.00003405192,0.00002418616,0.00001068179,0.000008875927,0.000004843633,0.002971557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760983,"threshold_uncertainty_score":0.1097412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677461022517951,"score_gpt":0.350829237794916,"score_spread":0.2840546275697365,"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."}}