{"id":"W2050989688","doi":"10.1002/btpr.1930","title":"The bioactivity and fractionation of peptide hydrolysates in cultures of CHO cells","year":2014,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrolysate; Yeast; Chinese hamster ovary cell; Peptide; Fractionation; Biochemistry; Biology; Glycosylation; Food science; Chemistry; Chromatography; Hydrolysis","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":[0.0001362083,0.00007067039,0.00009329535,0.00004705699,0.00006058193,0.000005641954,0.0001050542,0.0002217762,0.000001339895],"category_scores_gemma":[0.0000786051,0.0000495286,0.0000328733,0.00007864163,0.0003806023,0.000003276471,0.00008421166,0.00006960601,3.734325e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003719194,"about_ca_system_score_gemma":0.00001200116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000295188,"about_ca_topic_score_gemma":0.00004766876,"domain_scores_codex":[0.9994979,0.00004936563,0.000140122,0.0001557118,0.00005569127,0.0001011917],"domain_scores_gemma":[0.9995927,0.00002128498,0.0001347872,0.0001957806,0.00003901772,0.00001646383],"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":[0.00006322394,0.00008873544,0.01840397,0.00002000567,0.00002233321,1.594071e-7,0.00001508972,0.00002285755,0.958052,0.0007547431,0.0003934676,0.02216345],"study_design_scores_gemma":[0.0002359067,0.0001998116,0.008910012,0.00001290049,0.00000524029,0.000002181969,0.00004220391,0.0001268756,0.9736691,0.0004744843,0.01626466,0.00005666334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975183,0.00151858,0.000121236,0.0005072831,0.00007539786,0.0001430176,0.00000565473,0.00001054193,0.00009995946],"genre_scores_gemma":[0.9991264,0.0005998523,0.0001582398,0.00002171452,0.00002171588,0.00002860291,0.00000551605,0.000005232404,0.00003268824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210679,"threshold_uncertainty_score":0.2019718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00332860013674204,"score_gpt":0.2426546256567611,"score_spread":0.2393260255200191,"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."}}