{"id":"W2137799872","doi":"10.1002/bit.21566","title":"Development of a minimal defined medium for recombinant human interleukin‐3 production by <i>Streptomyces lividans 66</i>","year":2007,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Amino acid; Recombinant DNA; Biochemistry; Chemistry; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005122831,0.0006200257,0.000804826,0.0005197396,0.0002404028,0.0005177058,0.0005951563,0.0002350401,0.000434067],"category_scores_gemma":[0.0004391881,0.0002937008,0.000374484,0.0003738908,0.0002130275,0.0002168798,0.0004666779,0.0007354699,0.000320444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137615,"about_ca_system_score_gemma":0.0006395619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616944,"about_ca_topic_score_gemma":0.001312697,"domain_scores_codex":[0.9994825,0.0001036286,0.00007541281,0.00006632966,0.0002347996,0.00003728092],"domain_scores_gemma":[0.9997464,0.00006001759,0.00006115798,0.00002789815,0.00004618727,0.00005835039],"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":[0.0001103007,0.00004301796,0.0001290642,0.00005659249,0.000004973529,0.00003637312,0.00001217247,0.0002881026,0.9965549,0.0001069943,0.00002189714,0.002635735],"study_design_scores_gemma":[0.00002567008,0.0004526853,0.0006891392,0.00001306122,0.00002107001,0.0001379929,0.00001810736,0.002167964,0.9939665,0.00005448844,0.002439847,0.00001347366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8189961,0.002092941,0.1723228,0.0001605015,0.0001228907,0.001008455,0.001267228,0.0007182151,0.003310874],"genre_scores_gemma":[0.7328817,0.001441747,0.2587761,0.00005132485,0.00002188192,0.0008926146,0.003218797,0.0001443561,0.002571502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000804826,"threshold_uncertainty_score":0.00270927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008059794183864533,"score_gpt":0.2447244753018648,"score_spread":0.2366646811180002,"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."}}