{"id":"W343868063","doi":"10.1023/a:1005672410905","title":"On-line measurement of green fluorescent protein (GFP) fluorescence for the monitoring of recombinant adenovirus production","year":2000,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Biotechnology Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Green fluorescent protein; Recombinant DNA; Titer; Molecular biology; Biology; Fluorescence; Viral vector; Cell culture; Virology; Gene; Chemistry; Virus; Biochemistry; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050978,0.0006791018,0.0006799803,0.0006055128,0.0003435858,0.0009016413,0.0007875845,0.0008030541,0.001895355],"category_scores_gemma":[0.0007489088,0.0002646342,0.0003494737,0.0006741648,0.0003118648,0.0006674703,0.0004889044,0.001531104,0.00137516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006940283,"about_ca_system_score_gemma":0.0003881732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908776,"about_ca_topic_score_gemma":0.001508296,"domain_scores_codex":[0.9993346,0.0001473493,0.00003084624,0.0001458551,0.000229995,0.0001112538],"domain_scores_gemma":[0.999092,0.0003230334,0.0001144617,0.000151638,0.0002006954,0.0001182107],"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":[0.00006490785,0.00003622681,0.0001854766,0.00002309124,0.0000032494,0.00001385988,0.00001983896,0.00002964833,0.9967579,0.0001130647,0.0001537508,0.002598984],"study_design_scores_gemma":[0.000003225168,0.00004833913,0.0006268168,0.000002170991,0.000005033518,0.00003992376,0.00001236022,0.0007971672,0.997537,0.00004489412,0.0008786881,0.000004477622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6667282,0.001786367,0.3128797,0.0003443561,0.0002629337,0.0003455611,0.00356628,0.002626278,0.01146038],"genre_scores_gemma":[0.8376182,0.00206647,0.1413988,0.0003540502,0.00006371283,0.000530899,0.004132267,0.0008913069,0.01294439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001895355,"threshold_uncertainty_score":0.006340623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106640997232236,"score_gpt":0.2678251717912313,"score_spread":0.2467587618189089,"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."}}