{"id":"W4401111144","doi":"10.1109/ims40175.2024.10600441","title":"Passive Coupled Microwave Resonators for VOC Monitoring Using Flexible PDMS Beam","year":2024,"lang":"en","type":"article","venue":"","topic":"Microwave and Dielectric Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Resonator; Microwave; Materials science; Optoelectronics; Beam (structure); Optics; Computer science; Telecommunications; Physics","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":[0.0004248862,0.0006942459,0.0002841227,0.0002040673,0.0001649621,0.0003368552,0.0006528968,0.0004465384,0.001594742],"category_scores_gemma":[0.0004979916,0.0003810443,0.0003354945,0.0002297057,0.0003149078,0.0006419203,0.0003300448,0.0004247739,0.0007588396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308702,"about_ca_system_score_gemma":0.000156604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000216935,"about_ca_topic_score_gemma":0.0007141907,"domain_scores_codex":[0.9995185,0.00005853275,0.00001937858,0.0001385484,0.0002338927,0.00003106828],"domain_scores_gemma":[0.9996784,0.0001285662,0.0001046249,0.00003373362,0.00004164347,0.00001312736],"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":[0.00001933121,0.0000076232,0.00007614688,0.00008873729,0.000006070718,0.00002568564,0.00001675968,0.0001041272,0.9950236,0.0001818113,0.00006918905,0.004380887],"study_design_scores_gemma":[0.000004897198,0.0001040115,0.0005188826,0.000003382237,0.00001309559,0.00009820773,0.00001307165,0.002018672,0.9940007,0.00004453304,0.003172365,0.000008065164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6483869,0.009584637,0.3297455,0.0004535585,0.0005621623,0.000318683,0.0008115612,0.001431481,0.008705553],"genre_scores_gemma":[0.7729548,0.00385376,0.2159433,0.0002332292,0.0001311812,0.0001222239,0.000401404,0.00009238783,0.00626766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594742,"threshold_uncertainty_score":0.005334973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782065880569575,"score_gpt":0.2750947778072965,"score_spread":0.2372741190016007,"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."}}