{"id":"W2893634420","doi":"","title":"RF humidity sensor implemented with PEI-coated compact microstrip resonant cell","year":2017,"lang":"en","type":"article","venue":"IEEE Conference Proceedings","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Microstrip; Relative humidity; Humidity; Dielectric; Optoelectronics; Return loss; Coaxial; Electrical engineering; Antenna (radio); Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001411103,0.0004102745,0.0003996986,0.00009399391,0.0003941677,0.0003900226,0.0005753058,0.0001344222,0.0001139145],"category_scores_gemma":[0.00005737223,0.0003654534,0.00005713725,0.0001096352,0.0002118643,0.0005073695,0.00004514886,0.0004170309,0.00009587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118392,"about_ca_system_score_gemma":0.00005230095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007793647,"about_ca_topic_score_gemma":0.00002090002,"domain_scores_codex":[0.9981889,0.000003275115,0.0003560282,0.0004461936,0.0002967812,0.0007088236],"domain_scores_gemma":[0.9987108,0.00003147128,0.0002258991,0.0004023467,0.0004037746,0.0002257592],"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":[0.0001037818,0.00004474184,0.01642442,0.0002123904,0.00006184131,0.00003240843,0.001226185,0.0001245123,0.9761883,0.00008499241,0.004618193,0.0008782463],"study_design_scores_gemma":[0.002097863,0.0002021993,0.01293591,0.0002444886,0.00007222992,0.00008426094,0.001123262,0.01347051,0.9533723,0.0001114855,0.0153062,0.0009792744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881554,0.00003537883,0.00172832,0.0001868016,0.0002823016,0.0004290465,0.00006197422,0.0005482537,0.008572576],"genre_scores_gemma":[0.9967333,0.00005983655,0.002205429,0.00003215324,0.0001150072,0.00001628096,0.00001073334,0.00008319194,0.0007440515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281597,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263270364024679,"score_gpt":0.260259009248122,"score_spread":0.2276263056078752,"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."}}