{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405943,0.001269389,0.0009544375,0.001124685,0.0008819658,0.001877036,0.001097982,0.001380005,0.009910549],"category_scores_gemma":[0.001145131,0.0009837473,0.001739457,0.0009165359,0.0006096453,0.0008258428,0.0008796788,0.006178208,0.009367786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008870296,"about_ca_system_score_gemma":0.000842237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005949983,"about_ca_topic_score_gemma":0.001085718,"domain_scores_codex":[0.9985117,0.0002170078,0.0002296448,0.0003898045,0.0003798721,0.0002720024],"domain_scores_gemma":[0.9990627,0.0003028603,0.0001112821,0.000203249,0.000199569,0.0001203661],"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":[0.0002888782,0.0001467156,0.0002780513,0.0002123424,0.00002907275,0.0002533678,0.000302396,0.0001369275,0.9874209,0.002515264,0.001219127,0.007197068],"study_design_scores_gemma":[0.00007137188,0.0003331467,0.001533453,0.00005548528,0.00005295048,0.0003980907,0.0001214217,0.001056618,0.9550642,0.0006133323,0.04067209,0.00002781734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5916048,0.006898743,0.3248017,0.002166042,0.005177232,0.006622455,0.01952078,0.002979721,0.04022864],"genre_scores_gemma":[0.6073677,0.00487921,0.1511659,0.001602501,0.0006901776,0.003013954,0.09240466,0.001735929,0.13714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009910549,"threshold_uncertainty_score":0.03315413,"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."}}