{"id":"W3012625148","doi":"10.1038/s41467-020-15338-1","title":"Regulating strain in perovskite thin films through charge-transport layers","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":649,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Navy; Youth Innovation Promotion Association; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; National Natural Science Foundation of China","keywords":"Materials science; Perovskite (structure); Ultimate tensile strength; Energy conversion efficiency; Strain (injury); Thermal expansion; Annealing (glass); Layer (electronics); Tensile strain; Composite material; Optoelectronics; Chemistry; Crystallography","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":[0.00007318272,0.0003104433,0.0001300695,0.0001339452,0.0002211468,0.0003444899,0.000317609,0.0001628754,0.0006998635],"category_scores_gemma":[0.0001885292,0.0001719477,0.0001021565,0.0001314195,0.0002215672,0.0003795,0.0002284145,0.0003563691,0.0001657066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172586,"about_ca_system_score_gemma":0.0001809109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009565809,"about_ca_topic_score_gemma":0.001680203,"domain_scores_codex":[0.9999436,0.000002893578,0.000005084572,0.00001550015,0.00002177753,0.00001103347],"domain_scores_gemma":[0.9999018,0.00001461131,0.00004544892,0.00001258372,0.00001486982,0.00001065521],"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":[0.00001419843,0.0000104189,0.0001809908,0.00002097484,0.000003003638,0.00002934544,0.00001263406,0.00021791,0.998331,0.000104968,0.00003338859,0.001041201],"study_design_scores_gemma":[0.000007248734,0.0000328539,0.0005010098,0.000003303583,0.000004937364,0.00004096607,0.00001018852,0.001953004,0.9969726,0.00003001235,0.0004401692,0.000003618142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960698,0.0002719847,0.00225016,0.0000877201,0.00002415473,0.000007102005,0.00006128127,0.0001084978,0.001119339],"genre_scores_gemma":[0.9967183,0.0002749336,0.001887191,0.00003472641,0.000008193632,0.00001354981,0.00005735309,0.0000211707,0.0009845262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009565809,"threshold_uncertainty_score":0.00234133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520602161234642,"score_gpt":0.269320648841784,"score_spread":0.2441146272294376,"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."}}