{"id":"W2093182733","doi":"10.1002/pmic.200500206","title":"Systems level analysis of protein synthesis patterns associated with bacterial growth and metabolic transitions","year":2006,"lang":"en","type":"article","venue":"PROTEOMICS","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Streptomyces coelicolor; Metabolic pathway; Proteome; Biology; Proteomics; Metabolomics; KEGG; Flux (metallurgy); Metabolic flux analysis; Transcriptome; Biochemistry; Metabolic network; Enzyme; Gene expression; Gene; Metabolism; Chemistry; Bioinformatics; Mutant","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":[0.000308433,0.0002253927,0.0003643488,0.001390428,0.0002562743,0.0005220285,0.000137573,0.0001761679,0.0005129909],"category_scores_gemma":[0.0007091492,0.00009868675,0.0002822509,0.001666213,0.0002316888,0.0003632346,0.000249123,0.0002474755,0.0001845474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146553,"about_ca_system_score_gemma":0.0002339082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117667,"about_ca_topic_score_gemma":0.0007941959,"domain_scores_codex":[0.9996861,0.00005288966,0.00002737403,0.0001166639,0.00008224517,0.0000347115],"domain_scores_gemma":[0.9996778,0.0001209867,0.00008115904,0.00003742347,0.00005692407,0.00002574077],"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":[0.0005578715,0.00009021578,0.0461055,0.0003705432,0.0001319571,0.00009967651,0.000112572,0.002537443,0.9176102,0.0006645428,0.0001327046,0.0315869],"study_design_scores_gemma":[0.00001730069,0.0004847025,0.6103397,0.00002257727,0.0002113678,0.0006450527,0.0002152423,0.02820048,0.3545614,0.002547714,0.002705961,0.00004843596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730036,0.0009591273,0.02216151,0.00006826135,0.000006887369,0.00004076405,0.002551104,0.0002058907,0.001003032],"genre_scores_gemma":[0.9755408,0.0005961953,0.01801745,0.00002717556,0.000008173579,0.00005674162,0.005392655,0.00002147278,0.0003393447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001390428,"threshold_uncertainty_score":0.003008544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281716625387157,"score_gpt":0.2223828388397528,"score_spread":0.2095656725858812,"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."}}