{"id":"W2066764369","doi":"10.1007/s10616-006-9041-4","title":"Cell cycle phase dependent productivity of a recombinant Chinese hamster ovary cell line","year":2007,"lang":"en","type":"article","venue":"Cytotechnology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; BP (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chinese hamster ovary cell; Recombinant DNA; Productivity; Cell culture; Biology; Cell biology; Ovary; Line (geometry); Phase (matter); Chemistry; Genetics; Gene; Mathematics; Economics","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":[0.0004825047,0.0006921923,0.000677683,0.000755986,0.00033555,0.0006021702,0.0006134275,0.0004430358,0.002208995],"category_scores_gemma":[0.0003678765,0.0003485067,0.0005704783,0.0006677073,0.0002455195,0.0003557098,0.0003929763,0.001209221,0.002202215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917856,"about_ca_system_score_gemma":0.0004622285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009485318,"about_ca_topic_score_gemma":0.0009729216,"domain_scores_codex":[0.9996721,0.00004664983,0.00005533468,0.00007266493,0.00009801083,0.00005542499],"domain_scores_gemma":[0.9995056,0.0001800545,0.0000456485,0.0001417905,0.00007253085,0.00005429897],"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":[0.00004820292,0.00003016528,0.00006690246,0.0000247681,0.000004708677,0.00002082744,0.00001544663,0.00003245479,0.9985461,0.0001486665,0.00008170588,0.0009800679],"study_design_scores_gemma":[0.00001950988,0.000134462,0.0009316382,0.000004099305,0.00002068372,0.00007665376,0.000006193328,0.0005909154,0.9939461,0.00005058524,0.004213632,0.000005424734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87575,0.004014974,0.09304064,0.0005926352,0.0007633289,0.0008825956,0.01092568,0.002415827,0.01161434],"genre_scores_gemma":[0.862244,0.002623178,0.06186128,0.0002917601,0.0001866586,0.0007240833,0.03352823,0.00082847,0.03771239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208995,"threshold_uncertainty_score":0.007389843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005736490788559763,"score_gpt":0.2697563556728853,"score_spread":0.2640198648843255,"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."}}