{"id":"W4382888820","doi":"10.1016/j.snb.2023.134182","title":"An impedance-based chemiresistor for the real-time, simultaneous detection of gut microbiota-generated short-chain fatty acids","year":2023,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research; University of British Columbia","funders":"","keywords":"Dielectric spectroscopy; Butyric acid; Evaporation; Electrode; Materials science; Chemistry; Chromatography; Analytical Chemistry (journal); Electrochemistry; Biochemistry","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":[0.0007884064,0.0006636686,0.0004054661,0.000283518,0.0002552667,0.0004945792,0.001383944,0.001381302,0.001402138],"category_scores_gemma":[0.001216476,0.0004187147,0.0002410473,0.0003082334,0.0003396088,0.001208634,0.0008779391,0.001043901,0.0008999525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000454961,"about_ca_system_score_gemma":0.0004056906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963836,"about_ca_topic_score_gemma":0.0006210701,"domain_scores_codex":[0.9989255,0.0002180751,0.00005005739,0.0002792875,0.0004618147,0.00006529978],"domain_scores_gemma":[0.9996395,0.0001052514,0.0000816348,0.00002866963,0.00009674747,0.0000481819],"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":[0.0001008361,0.00002921702,0.0001671029,0.0001006254,0.000008643077,0.00005408274,0.00003359935,0.00007582721,0.9887255,0.0002910235,0.0004131886,0.01000042],"study_design_scores_gemma":[0.00002772312,0.0003522699,0.0006818887,0.00001255353,0.00002154564,0.000410608,0.00003367743,0.0102482,0.9813024,0.0002091274,0.006670014,0.00003005307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5317651,0.01113813,0.4346949,0.003447762,0.002647529,0.0005602178,0.001296184,0.003132122,0.01131801],"genre_scores_gemma":[0.8247018,0.00272811,0.1591757,0.001426841,0.0003437385,0.0002829765,0.0003593235,0.0001104192,0.01087114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402138,"threshold_uncertainty_score":0.004690647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008266477705885338,"score_gpt":0.2261862396358992,"score_spread":0.2179197619300139,"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."}}