{"id":"W2895884130","doi":"10.3390/s19010013","title":"PZT/PZT and PZT/BiT Composite Piezo-Sensors in Aerospace SHM Applications: Photochemical Metal Organic + Infiltration Deposition and Characterization","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Yonsei University; National Research Foundation","keywords":"Materials science; Aerospace; Composite number; Characterization (materials science); Infiltration (HVAC); Optoelectronics; Deposition (geology); Metal; Composite material; Nanotechnology; Aerospace engineering; Engineering; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.00007449825,0.0001975613,0.0002024703,0.000158062,0.00007792756,0.00005498349,0.00007602981,0.0002178791,0.00001277284],"category_scores_gemma":[0.00004217614,0.0002141704,0.00001907909,0.0003309515,0.0001775291,0.0001584221,0.00004308287,0.0001951132,0.00002121277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008921372,"about_ca_system_score_gemma":0.000007492136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001193389,"about_ca_topic_score_gemma":0.00002014467,"domain_scores_codex":[0.9990774,0.0000231322,0.0002525173,0.0002810776,0.0001402705,0.0002256467],"domain_scores_gemma":[0.9995728,0.00005234473,0.00005689196,0.0002060639,0.00005391339,0.00005804727],"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":[0.00001131101,0.00001658478,0.001496344,0.00005235353,0.00001823527,0.000002993992,0.0002155272,0.0001141623,0.9959864,0.0001048538,0.00001473464,0.001966503],"study_design_scores_gemma":[0.0005625612,0.00007549853,0.02787279,0.0000750428,0.00005678885,0.0001219667,0.0003254724,0.1226153,0.8471383,0.0002186377,0.0004863639,0.0004512736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922118,0.0001445509,0.006279199,0.000123497,0.0000483222,0.000527009,0.00001911993,0.0005017879,0.0001447219],"genre_scores_gemma":[0.997302,0.0002123344,0.002180721,0.000028491,0.00007920017,0.0000575645,0.00007303597,0.00004045517,0.0000262167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488481,"threshold_uncertainty_score":0.8733616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005169680568367117,"score_gpt":0.2005067698395614,"score_spread":0.1953370892711943,"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."}}