{"id":"W2903522155","doi":"10.1039/c8mh01098f","title":"Ultrasensitive and robust organic gas sensors through dual hydrogen bonding","year":2018,"lang":"en","type":"article","venue":"Materials Horizons","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"Suzhou Municipal Science and Technology Bureau; National Natural Science Foundation of China","keywords":"Materials science; Ammonia; Hydrogen; Robustness (evolution); Hydrogen bond; Selectivity; Nitric oxide; Hydrogen sensor; Ammonia gas; Nanotechnology; Electro-optical sensor; Optoelectronics; Chemical engineering; Chemistry; Molecule; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001132026,0.0002304702,0.0003166484,0.00002299706,0.0001514611,0.00006870832,0.00007442847,0.0001674585,0.001449605],"category_scores_gemma":[0.0002367224,0.0002160669,0.000044264,0.0001354971,0.0002118886,0.000107106,0.00007513953,0.0001156858,0.0002638729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004338368,"about_ca_system_score_gemma":0.00001199071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003300757,"about_ca_topic_score_gemma":0.000002369618,"domain_scores_codex":[0.9987892,0.00003269314,0.0002750091,0.0003505561,0.0001451684,0.0004073555],"domain_scores_gemma":[0.999427,0.0001094776,0.00005516271,0.0002125671,0.00005473185,0.0001410248],"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":[0.00002991663,0.00001628753,0.00001359148,0.00002996983,0.00005199358,0.00004448794,0.000310925,0.00001638797,0.9971715,0.00205773,0.0002414989,0.0000156856],"study_design_scores_gemma":[0.000188798,0.00005745335,0.00001295889,0.00003509277,0.00006334145,0.0001025518,0.0002697288,0.0004026024,0.9973946,0.0002863237,0.0009150279,0.0002714882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946892,0.00001668685,0.0004267574,0.000257788,0.00014704,0.00007503364,0.00007277376,0.0001851826,0.004129524],"genre_scores_gemma":[0.9972015,0.00001287284,0.0005944058,0.00005833684,0.0009094845,0.000002883572,0.00003230072,0.00004399951,0.001144239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002985285,"threshold_uncertainty_score":0.9994632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571329907871703,"score_gpt":0.2268292546043341,"score_spread":0.211115955525617,"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."}}