{"id":"W1981365180","doi":"10.1557/proc-0915-r07-01","title":"Sub-Second Humidity Sensing based on Nanostructured Narrow-Bandpass Optical Filters","year":2006,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Humidity; Desorption; Transmittance; Refractive index; Titanium dioxide; Band-pass filter; Hysteresis; Water vapor; Porosity; Adsorption; Filter (signal processing); Optoelectronics; Optics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001541511,0.000166208,0.0003042572,0.0001761252,0.0001645803,0.000354591,0.0004506031,0.0004025111,0.0006565377],"category_scores_gemma":[0.0003168828,0.0001706059,0.0001076246,0.00007930424,0.0002152601,0.0004744419,0.000214471,0.000259177,0.000309215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258915,"about_ca_system_score_gemma":0.0001170188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006966525,"about_ca_topic_score_gemma":0.002209323,"domain_scores_codex":[0.9998803,0.000007959367,0.000004244866,0.00003653939,0.00005101718,0.00001990122],"domain_scores_gemma":[0.9998097,0.0000644706,0.00002796175,0.00002312998,0.00005542945,0.00001931646],"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":[0.00006748029,0.00001023689,0.000104571,0.00001193429,0.000001921621,0.00001954575,0.00001904912,0.0001223517,0.9957166,0.0002270819,0.00008320284,0.003615985],"study_design_scores_gemma":[0.000009623442,0.00008415608,0.001174604,0.000003734737,0.000007539657,0.0001016692,0.00001640286,0.009192018,0.9868804,0.0001559537,0.002366838,0.000007030106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382578,0.002465816,0.04698249,0.0002343429,0.0002838639,0.00003791077,0.0001336989,0.0004346505,0.01116949],"genre_scores_gemma":[0.9756616,0.0004742999,0.01929535,0.00009986405,0.00004146715,0.00002099069,0.00005033553,0.00002154663,0.004334452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006966525,"threshold_uncertainty_score":0.003090084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008078374919578838,"score_gpt":0.2113100750607708,"score_spread":0.203231700141192,"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."}}