{"id":"W2709003022","doi":"10.1364/oe.25.015313","title":"Fiber optic humidity sensor using water vapor condensation","year":2017,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Materials science; Water vapor; Refractive index; Humidity; Surface plasmon resonance; Optics; Relative humidity; Fiber optic sensor; Optical fiber; Condensation; Dielectric; Fiber; Moisture; Optoelectronics; Nanotechnology; Composite material; Chemistry; Meteorology","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":[0.0003572296,0.0007494486,0.0004453924,0.0004567716,0.0003473182,0.0003421194,0.000915114,0.0006609248,0.001691973],"category_scores_gemma":[0.0004748889,0.0003401903,0.0003415328,0.0004431375,0.0003819032,0.001088111,0.0005316171,0.0004971277,0.0005362424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007262848,"about_ca_system_score_gemma":0.0003847789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192943,"about_ca_topic_score_gemma":0.003149353,"domain_scores_codex":[0.998996,0.00006867968,0.0000253206,0.0003191516,0.0005182791,0.00007255861],"domain_scores_gemma":[0.9997062,0.00006459187,0.00006002342,0.00002009754,0.0001304288,0.00001864019],"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":[0.00004428372,0.0000269273,0.0004179646,0.000114562,0.00001794497,0.00004342161,0.00002537818,0.0003370102,0.9866991,0.0001770123,0.0003437901,0.01175264],"study_design_scores_gemma":[0.00001061705,0.000200615,0.001630863,0.000006713788,0.00002614167,0.0001688,0.0000118016,0.006016018,0.9871677,0.0000528681,0.004686104,0.00002188297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7073435,0.007075343,0.2556807,0.000602754,0.001019536,0.0006907136,0.001493282,0.00412535,0.02196881],"genre_scores_gemma":[0.8440641,0.002665763,0.1405845,0.0004344005,0.0002418052,0.0002140811,0.0006522939,0.0001184521,0.01102467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192943,"threshold_uncertainty_score":0.00634867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570254434569664,"score_gpt":0.2698024433516566,"score_spread":0.23409989900596,"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."}}