{"id":"W2465329725","doi":"10.1039/c6tb01335j","title":"Selective sensing of isoprene by Ti-doped ZnO for breath diagnostics","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Isoprene; Materials science; Doping; Relative humidity; Exhaled air; Environmental chemistry; Nanotechnology; Optoelectronics; Chemistry; Composite material; Meteorology; Copolymer; Physics; Toxicology","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":[0.00012694,0.000279985,0.0001612011,0.000145399,0.00009754614,0.0002140136,0.000319657,0.0004001813,0.0006529966],"category_scores_gemma":[0.0001927179,0.000167435,0.0001993484,0.0001199274,0.0001221521,0.000194978,0.0001596548,0.0002502898,0.0002138484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987629,"about_ca_system_score_gemma":0.0001345427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054668,"about_ca_topic_score_gemma":0.004150063,"domain_scores_codex":[0.9998609,0.00001488589,0.000007049939,0.00004020546,0.00005820456,0.00001878288],"domain_scores_gemma":[0.9999452,0.00001927708,0.00001098649,0.000004458342,0.00001165067,0.000008429946],"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":[0.00002767948,0.00000482941,0.00008193319,0.00002112815,0.000001738991,0.00002167575,0.00000504709,0.00003313726,0.9984635,0.0000250686,0.00002020184,0.001294001],"study_design_scores_gemma":[0.000006236195,0.00005730455,0.00086428,0.000003959927,0.00000790589,0.00008023145,0.00001243457,0.001195096,0.9970465,0.00002381925,0.0006980934,0.000004031796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493197,0.006683413,0.03693384,0.0002472963,0.000244401,0.00007150186,0.0005052948,0.0002474579,0.005747063],"genre_scores_gemma":[0.9817956,0.001534892,0.01350025,0.00006308168,0.00001523031,0.00002069496,0.0001714296,0.00002000651,0.00287882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001054668,"threshold_uncertainty_score":0.00218451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005847764671039276,"score_gpt":0.1953576332952828,"score_spread":0.1895098686242435,"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."}}