{"id":"W7154580948","doi":"10.29363/nanoge.matsusspring.2026.581","title":"Taking Advantage of Ion Migration: Can We Use Ions to Make Better Perovskite Devices ?","year":2025,"lang":"","type":"article","venue":"","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Ion; Perovskite (structure); Process (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007767795,0.0007700991,0.0008130632,0.0002762119,0.000648211,0.002124779,0.001402409,0.002116393,0.006654492],"category_scores_gemma":[0.001457238,0.0003809615,0.0007598791,0.000281243,0.001361487,0.006702876,0.001391939,0.002506801,0.003120329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677555,"about_ca_system_score_gemma":0.0007293465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005768594,"about_ca_topic_score_gemma":0.001057073,"domain_scores_codex":[0.9996976,0.00003103615,0.00001507234,0.00005928515,0.0001014518,0.00009565433],"domain_scores_gemma":[0.9997029,0.00006948142,0.00004590077,0.00005397519,0.0000805149,0.00004724193],"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":[0.0005970349,0.000433627,0.001719749,0.002132126,0.0002131201,0.0006200991,0.000442555,0.001428374,0.7316418,0.04175412,0.02488098,0.1941363],"study_design_scores_gemma":[0.0002535489,0.0009480285,0.001286604,0.0003549883,0.0002988135,0.001298894,0.001248432,0.004834851,0.6870582,0.0677828,0.2344406,0.0001941774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3808532,0.2162307,0.1057569,0.1909517,0.02101526,0.0001752365,0.0005632503,0.003822716,0.08063108],"genre_scores_gemma":[0.7869191,0.07791287,0.07213121,0.02136371,0.002009287,0.000131757,0.000326789,0.0008304155,0.03837487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006654492,"threshold_uncertainty_score":0.0222615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574474739180045,"score_gpt":0.2632602058446729,"score_spread":0.2475154584528725,"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."}}