{"id":"W4239381232","doi":"10.1002/ange.201309684","title":"Turning Tryptophanase into Odor‐Generating Biosensors","year":2014,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tryptophanase; Biotinylation; Chemistry; Odor; Biosensor; Biochemistry; Enzyme; Analyte; Tryptophan; Chromatography; Amino acid; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412102,0.0001467147,0.000156056,0.00004766511,0.0000876864,0.00004897796,0.0001379717,0.0001057959,0.00006137339],"category_scores_gemma":[0.00009909585,0.000136385,0.0000518152,0.0001614914,0.00002832928,0.00009855306,0.00003963482,0.0001667439,0.00007014083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003288947,"about_ca_system_score_gemma":0.000003729903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001947291,"about_ca_topic_score_gemma":0.00001724648,"domain_scores_codex":[0.9992604,0.00001233885,0.0001711861,0.0002152055,0.0001128617,0.0002279599],"domain_scores_gemma":[0.9994901,0.00004952011,0.00002116557,0.0003111382,0.00002291802,0.0001050906],"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":[0.000002080168,0.000006833153,0.00004283002,0.00005222467,0.0000236314,0.000003259081,0.00008555972,0.00163261,0.9857222,0.00005049704,0.001884259,0.01049404],"study_design_scores_gemma":[0.0001583385,0.00001400838,0.0000545603,0.00002200257,0.00001626547,0.000004358747,0.00002977351,0.1024114,0.8842946,0.0001581472,0.01265695,0.0001796199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982774,0.0004027007,0.00473133,0.0001512549,0.000360549,0.00005573912,0.000004755145,0.0005249765,0.01099476],"genre_scores_gemma":[0.9965715,0.00004000811,0.002336975,0.0001259439,0.0006525386,0.0000026153,0.00002154185,0.00003308829,0.0002157412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014276,"threshold_uncertainty_score":0.5561621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008114509813753244,"score_gpt":0.2057939190452609,"score_spread":0.1976794092315076,"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."}}