{"id":"W4225677644","doi":"10.1186/s12934-022-01753-0","title":"Escherichia coli recombinant expression of SARS-CoV-2 protein fragments","year":2022,"lang":"en","type":"article","venue":"Microbial Cell Factories","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Kinexus Bioinformatics Corporation (Canada); University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fusion protein; Escherichia coli; Biology; Protein A/G; Recombinant DNA; Epitope; Biochemistry; Protein G; FLAG-tag; Protease; Proteases; Molecular biology; Chemistry; Antigen; Antibody; Enzyme; Genetics; Gene","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":[0.0002225128,0.0002296532,0.0004282901,0.0001478034,0.0002667313,0.0000298557,0.0002952814,0.0001036305,0.0001566627],"category_scores_gemma":[0.0000638782,0.0002081929,0.0001529405,0.0003924674,0.0001275799,0.00008874974,0.0004249593,0.0005134513,0.0000480195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363161,"about_ca_system_score_gemma":0.0003810342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004965661,"about_ca_topic_score_gemma":0.00001402059,"domain_scores_codex":[0.9980898,0.0001544794,0.0003940024,0.0003909808,0.0005361426,0.000434564],"domain_scores_gemma":[0.9992,0.00004275483,0.0001602828,0.0004365147,0.0001285939,0.0000318357],"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":[0.000862389,0.0006137527,0.004192389,0.0002828783,0.00002270979,0.00004278308,0.001093697,2.268433e-7,0.9853384,0.00001440863,0.007365003,0.0001713615],"study_design_scores_gemma":[0.001295435,0.000507086,0.0002863301,0.00005254346,0.0000157466,0.000004037591,0.000279354,0.000002954088,0.7110434,0.00004473646,0.2863241,0.0001443007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962338,0.0002950043,0.00004383754,0.00009639139,0.0005643314,0.00094494,0.0000541297,0.00006533296,0.001702234],"genre_scores_gemma":[0.9959729,0.000002885952,0.000354232,0.002752502,0.00008340603,0.0001239973,0.00002330405,0.00004761347,0.000639157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2789591,"threshold_uncertainty_score":0.848986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702290221717133,"score_gpt":0.3054137714650729,"score_spread":0.2683908692479016,"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."}}