{"id":"W4399617477","doi":"10.1039/d4nr00777h","title":"Electric field-modulated evaporative thin film deposition of bio-particles for piezoelectric applications","year":2024,"lang":"en","type":"article","venue":"Nanoscale","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Piezoelectricity; Electric field; Deposition (geology); Materials science; Thin film; Optoelectronics; Nanotechnology; Composite material; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007783404,0.00008485545,0.0001177819,0.0001292708,0.00003922198,0.00003344178,0.0001007476,0.0001097334,0.00001283506],"category_scores_gemma":[0.00002748829,0.00007828213,0.00004839135,0.0005095267,0.000009043929,0.00006278714,0.00001322572,0.00006071103,0.00001346937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002533947,"about_ca_system_score_gemma":0.00001427388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009869915,"about_ca_topic_score_gemma":0.000003530975,"domain_scores_codex":[0.9994747,0.000008290075,0.0001841059,0.0001262834,0.00005552229,0.0001510954],"domain_scores_gemma":[0.9996928,0.0001046926,0.00001844999,0.0001338766,0.00003459404,0.00001559196],"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":[0.000006982299,0.00001593677,0.0000334317,0.0001739337,0.00003044703,5.294365e-7,0.00005133854,0.0009742839,0.9384243,0.002223813,0.001149223,0.05691582],"study_design_scores_gemma":[0.0000613798,0.00007932745,0.000073484,0.00002445749,0.0000188651,0.000001907971,0.000006919181,0.1885202,0.8049756,0.005134962,0.001027178,0.00007567299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.805603,0.00227923,0.1899311,0.0001488254,0.0001664075,0.0004657139,0.00001843321,0.001135276,0.0002520221],"genre_scores_gemma":[0.9959915,0.0001102206,0.003578225,0.000007666295,0.00003991387,0.0002137902,0.00001150836,0.00001777505,0.00002944829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903884,"threshold_uncertainty_score":0.3192253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008629211919630984,"score_gpt":0.2357933317249749,"score_spread":0.2271641198053439,"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."}}