{"id":"W2021022648","doi":"10.1109/transducers.2013.6626755","title":"VOC detection using an all polymer flexural plate wave sensor","year":2013,"lang":"en","type":"article","venue":"","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Polyvinylidene fluoride; Polystyrene; Polymer; Polystyrene sulfonate; PEDOT:PSS; Composite material; Polyvinyl acetate; Surface acoustic wave sensor; Toluene; Transducer; Acoustics; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000225313,0.0003672808,0.0002652857,0.0002737794,0.0001332305,0.0003504747,0.0005625705,0.0003408683,0.0008204108],"category_scores_gemma":[0.000282319,0.0001431404,0.0001946241,0.0002381116,0.0001691872,0.0004832353,0.0002169212,0.0002991807,0.0005444833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889939,"about_ca_system_score_gemma":0.0001748725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00050214,"about_ca_topic_score_gemma":0.001002201,"domain_scores_codex":[0.9996381,0.00004156767,0.00001541762,0.00007252552,0.0002024156,0.00002993265],"domain_scores_gemma":[0.9998349,0.00004279249,0.00002782813,0.0000169527,0.00006426279,0.00001333162],"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":[0.00001417416,0.00001136211,0.000187703,0.00003473589,0.000003299625,0.00003526538,0.000004537551,0.0003169115,0.9938797,0.00003523432,0.00004918789,0.005427847],"study_design_scores_gemma":[0.000001701558,0.00008139777,0.0006854601,0.00000138539,0.000005461585,0.00007885513,0.000006479809,0.004228353,0.9943415,0.00001266612,0.0005508898,0.000005915748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573791,0.002064221,0.1344182,0.0001994563,0.0001320287,0.00009729702,0.0007846576,0.001110582,0.003814364],"genre_scores_gemma":[0.8852683,0.001715243,0.1049093,0.0001008752,0.00003768656,0.00006565773,0.0004589329,0.00004986034,0.007394245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008204108,"threshold_uncertainty_score":0.002744496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934297224617649,"score_gpt":0.2281192801604946,"score_spread":0.1987763079143181,"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."}}