{"id":"W1570027065","doi":"10.1042/ba20030100","title":"Recombinant antimicrobial peptides efficiently produced using novel cloning and purification processes","year":2004,"lang":"en","type":"article","venue":"Biotechnology and Applied Biochemistry","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Escherichia coli; Antimicrobial; Antimicrobial peptides; Recombinant DNA; Peptide; Inclusion bodies; Biochemistry; Fusion protein; Biology; Amphiphile; Chemistry; Microbiology","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":[0.0007314284,0.0006364814,0.0007391255,0.0004997494,0.0002535322,0.001048215,0.0005967811,0.0005103014,0.0007999326],"category_scores_gemma":[0.0006916585,0.0003316221,0.000545299,0.0006462611,0.0004145055,0.0007154049,0.0004693712,0.001373554,0.001176709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004343681,"about_ca_system_score_gemma":0.0004099108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991336,"about_ca_topic_score_gemma":0.0004243111,"domain_scores_codex":[0.9993605,0.000100647,0.00008634583,0.0001336486,0.0002475484,0.00007133162],"domain_scores_gemma":[0.9996289,0.0001137684,0.00009970723,0.00005552783,0.00005906821,0.00004294612],"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":[0.00005429859,0.00003889545,0.0001189356,0.000113764,0.00000778998,0.0001131814,0.00003958535,0.0001556893,0.9916185,0.0004241766,0.0001006637,0.007214521],"study_design_scores_gemma":[0.00002347158,0.0001519117,0.0007974385,0.00001833914,0.00004309845,0.0007275451,0.00001735077,0.001473774,0.9817909,0.0001799278,0.01476128,0.00001486711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5564951,0.01191974,0.4215278,0.001301215,0.0004558766,0.0004444973,0.001352702,0.001644532,0.004858569],"genre_scores_gemma":[0.5668982,0.01284097,0.4023458,0.0003515128,0.0002174653,0.0003486774,0.00495976,0.0003524579,0.0116851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048215,"threshold_uncertainty_score":0.003868163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124366309755863,"score_gpt":0.2122542257938175,"score_spread":0.2010105626962589,"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."}}