{"id":"W4307285829","doi":"10.1051/epjap/2022220111","title":"PVDF–HFP/PZT nanocomposite thin films: preparation, structure and piezoelectric properties","year":2022,"lang":"en","type":"article","venue":"The European Physical Journal Applied Physics","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Nanocomposite; Lead zirconate titanate; Piezoelectricity; Composite material; Sonication; Polymer; Nanoparticle; Casting; Ferroelectricity; Phase (matter); Polymer nanocomposite; Chemical engineering; Nanotechnology; Dielectric; Optoelectronics; Organic chemistry","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":[0.0001697054,0.0002233751,0.0002145194,0.00002385534,0.0007062948,0.000154538,0.0002990332,0.00001094131,0.000009975986],"category_scores_gemma":[0.000004699069,0.0001558732,0.00005529371,0.0002077312,0.00006609765,0.00012951,0.0001461797,0.0005378432,0.00001399242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003711912,"about_ca_system_score_gemma":0.00001265726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001166303,"about_ca_topic_score_gemma":1.110017e-7,"domain_scores_codex":[0.9988775,0.0002052069,0.0002191548,0.0001662376,0.0002646616,0.0002672919],"domain_scores_gemma":[0.9995519,0.00004358656,0.00009347058,0.0002067666,0.00002696617,0.00007732239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003380378,0.00002340777,9.187923e-7,0.00001430612,0.00003733654,0.000004692542,0.001259292,0.5294269,0.458424,0.001326037,0.0008652786,0.008584056],"study_design_scores_gemma":[0.003239078,0.0008785068,0.0008857907,0.0001164082,0.0004355015,0.001063221,0.001059771,0.1731386,0.6255766,0.1656488,0.02502529,0.002932333],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826465,0.0001298365,0.001605828,0.00002553451,0.0002272585,0.0001702751,0.00001857619,0.0002404375,0.01493575],"genre_scores_gemma":[0.9980122,0.00002203419,0.0002480394,0.00008655455,0.001413191,0.000009358581,0.00001023872,0.00008101614,0.0001173087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562882,"threshold_uncertainty_score":0.6356326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00959099970618039,"score_gpt":0.1956896775629226,"score_spread":0.1860986778567423,"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."}}