{"id":"W4313546555","doi":"10.1021/acsnano.2c07320","title":"Cesium Lead Halide Perovskite Decorated Polyvinylidene Fluoride Nanofibers for Wearable Piezoelectric Nanogenerator Yarns","year":2023,"lang":"en","type":"article","venue":"ACS Nano","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Mitacs; Clean Resource Innovation Network","keywords":"Polyvinylidene fluoride; Nanofiber; Materials science; Halide; Piezoelectricity; Nanogenerator; Caesium; Perovskite (structure); Fluoride; Lead (geology); Electrospinning; Chemical engineering; Composite material; Nanotechnology; Inorganic chemistry; Polymer; Chemistry","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":[0.0001755001,0.0002827597,0.0001867845,0.0002060176,0.0001265201,0.0001701,0.0002186868,0.0003451925,0.0006716884],"category_scores_gemma":[0.0001441159,0.0001683443,0.000236891,0.0001234936,0.0001218397,0.0002681393,0.0001965517,0.0002820776,0.0002438756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110768,"about_ca_system_score_gemma":0.0000915798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003241585,"about_ca_topic_score_gemma":0.0008364422,"domain_scores_codex":[0.9999048,0.000008085663,0.000007536954,0.00002772713,0.00003359933,0.00001836007],"domain_scores_gemma":[0.9998897,0.00001883979,0.00004194994,0.0000109433,0.00002289773,0.00001557628],"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":[0.000007372821,0.000003333392,0.00002508836,0.0000213144,0.000001120839,0.00002344642,0.000006909775,0.00006433293,0.999078,0.00001691006,0.00001920994,0.0007329373],"study_design_scores_gemma":[0.000004377099,0.00006516994,0.0008977114,0.000003886584,0.000004077882,0.0001004028,0.00001209594,0.001212157,0.9969438,0.00001275166,0.0007382827,0.000005311069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822662,0.001585786,0.01437206,0.0001078114,0.00006078599,0.00003505214,0.0001975409,0.0002037959,0.001171039],"genre_scores_gemma":[0.9803613,0.0008672246,0.01587626,0.00004253379,0.00001774442,0.00006312109,0.0001481899,0.00004257656,0.002580905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006716884,"threshold_uncertainty_score":0.002247036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745118009249309,"score_gpt":0.234336193173859,"score_spread":0.2168850130813659,"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."}}