{"id":"W1966677271","doi":"10.1007/s10529-015-1803-7","title":"Surface display of highly-stable Desulfovibrio vulgaris carbonic anhydrase on polyester beads for CO2 capture","year":2015,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Enzyme function and inhibition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Massey University; Public Health Agency of Canada","keywords":"Desulfovibrio vulgaris; Polyester; Carbonic anhydrase; Chemistry; Carbonic acid; Bacteria; Desulfovibrio; Microbiology; Biochemistry; Chromatography; Enzyme; Biology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000144786,0.000172535,0.0001781286,0.00008100369,0.00004554799,0.00000945824,0.000154168,0.0005346905,0.000004710917],"category_scores_gemma":[0.00008394761,0.0001612212,0.00008727321,0.0001147715,0.0001917704,0.000005546144,0.00005841117,0.0001511244,0.000009949197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005731962,"about_ca_system_score_gemma":0.0000648749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031453,"about_ca_topic_score_gemma":0.00006225633,"domain_scores_codex":[0.9990395,0.00003198452,0.0001975081,0.0003549393,0.0001000749,0.0002759913],"domain_scores_gemma":[0.9993281,0.00001395145,0.0001096552,0.000421622,0.00005822255,0.00006842651],"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":[0.000208118,0.00005149934,0.0004470555,0.00001099172,0.00003415032,0.000002403022,0.00001605206,0.0002190469,0.941101,0.0006741003,0.05713639,0.00009921903],"study_design_scores_gemma":[0.001027923,0.0005475815,0.00008122038,0.00001580778,0.00002342411,0.00001160255,0.0000640366,0.00007268824,0.9411539,0.00001966393,0.05680098,0.0001811717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821464,0.0003008122,0.006180198,0.01041407,0.000324867,0.0002542422,0.00007469121,0.00005344178,0.0002512248],"genre_scores_gemma":[0.9948441,0.00002549585,0.001285464,0.002944401,0.00009512122,0.00001865348,0.0002367895,0.00002704628,0.0005228953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269769,"threshold_uncertainty_score":0.657441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132418275033902,"score_gpt":0.2302898778807511,"score_spread":0.2170480503773609,"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."}}