{"id":"W3033540442","doi":"10.18280/i2m.190305","title":"Development of Ultrasonic Surface Acoustic Wave Humidity Sensors","year":2020,"lang":"fr","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; European Commission","keywords":"Ultrasonic sensor; Acoustics; Humidity; Materials science; Surface acoustic wave; Environmental science; Meteorology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351759,0.0004186588,0.0004923978,0.0004492943,0.00009992279,0.0004575747,0.0006976171,0.0005113062,0.001544974],"category_scores_gemma":[0.000913801,0.0003691574,0.000216393,0.0003672316,0.0002349153,0.0006477306,0.0004505292,0.0005605037,0.001074233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242754,"about_ca_system_score_gemma":0.0003003957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670723,"about_ca_topic_score_gemma":0.0002574484,"domain_scores_codex":[0.9992388,0.00007036734,0.00003924129,0.0001684201,0.0004306434,0.00005255634],"domain_scores_gemma":[0.999616,0.00008397324,0.0000395256,0.00003858536,0.0001893995,0.00003241665],"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":[0.00003869663,0.00003521064,0.0004013559,0.0002193261,0.00001107053,0.00004414058,0.00004511655,0.00086432,0.937459,0.001457799,0.0004332773,0.05899073],"study_design_scores_gemma":[0.000007930788,0.0002031071,0.000906189,0.00001232199,0.00001245982,0.0001523859,0.00001741518,0.005083221,0.9803354,0.0001214363,0.01313529,0.00001291261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2108683,0.008270198,0.7633181,0.0003585689,0.0006743504,0.000655535,0.0006884133,0.001790484,0.01337609],"genre_scores_gemma":[0.3133576,0.003770195,0.6721446,0.000146101,0.00008809729,0.0004044394,0.0008244861,0.0001170997,0.009147308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001544974,"threshold_uncertainty_score":0.005168498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06863707961665891,"score_gpt":0.2615736017415072,"score_spread":0.1929365221248483,"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."}}