{"id":"W3197709058","doi":"10.29173/eureka28759","title":"Bacterial signal peptides: structure, optimization, and applications","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signal peptide; SIGNAL (programming language); Recombinant DNA; Computational biology; Biology; Biochemistry; Cell biology; Computer science; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664995,0.0006976331,0.0005547276,0.0007149269,0.0001806581,0.0008244534,0.0003531219,0.0006247757,0.0005697428],"category_scores_gemma":[0.0003589487,0.0003233573,0.0003626395,0.00114809,0.0002175519,0.0005306721,0.0003804492,0.000991196,0.0009871287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348175,"about_ca_system_score_gemma":0.0004348493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004537135,"about_ca_topic_score_gemma":0.0004886315,"domain_scores_codex":[0.9997064,0.0000368071,0.00003288351,0.00004440055,0.0001418948,0.00003753066],"domain_scores_gemma":[0.9999007,0.00001339074,0.00002525614,0.00000589164,0.00003716805,0.0000175577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001581628,0.0001539905,0.0003552506,0.003222638,0.00003436677,0.0003949165,0.00008851333,0.003344562,0.8537977,0.00309137,0.001294651,0.1340638],"study_design_scores_gemma":[0.00004287994,0.0009423723,0.001348838,0.0004131216,0.00007208181,0.001601822,0.00008888345,0.002802031,0.7489665,0.001397405,0.2422759,0.00004808663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1829851,0.753664,0.04518388,0.001329781,0.0004191058,0.0002537011,0.0008505197,0.0002895775,0.01502438],"genre_scores_gemma":[0.3208158,0.5982983,0.06856698,0.0005183783,0.0002104681,0.0002306745,0.001860514,0.0001301243,0.009368768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0008244534,"threshold_uncertainty_score":0.004605949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004737815015788694,"score_gpt":0.207949696136169,"score_spread":0.2032118811203804,"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."}}