{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241316,0.0002006344,0.0002289441,0.0001201834,0.00007823917,0.000006608969,0.0002468959,0.0003781324,0.00004079752],"category_scores_gemma":[0.00007573802,0.0001723303,0.0001268777,0.0001750511,0.000145695,0.000005516599,0.000263369,0.0001936643,0.00001638642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157325,"about_ca_system_score_gemma":0.00004898674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002820232,"about_ca_topic_score_gemma":0.00002666159,"domain_scores_codex":[0.998722,0.00003774498,0.0003192985,0.0004744,0.0001067544,0.00033982],"domain_scores_gemma":[0.9989585,0.00001191729,0.0001830199,0.0006710856,0.00009104655,0.00008437708],"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":[0.0003312809,0.001335139,0.002223465,0.0000561147,0.00001957363,0.00002102283,0.00002137424,0.00007616876,0.9895185,0.0000166242,0.001226653,0.005154051],"study_design_scores_gemma":[0.001770662,0.001429803,0.0005482833,0.000008869384,0.0000172901,0.00003642873,0.00003756423,0.00004163369,0.9913514,0.000725474,0.003826254,0.0002063978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989351,0.001356477,0.007072976,0.0001084267,0.0005923025,0.0002588379,0.00001745026,0.00005429393,0.001188252],"genre_scores_gemma":[0.9980595,0.0001176802,0.0005115911,0.00007890305,0.0001648845,0.00002076486,0.00004423663,0.00002820626,0.0009742891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008708461,"threshold_uncertainty_score":0.7027425,"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."}}