{"id":"W4393188579","doi":"10.1007/s10825-024-02152-x","title":"Design and analysis of a highly efficient 2D/3D bilayer-based perovskite solar cell","year":2024,"lang":"en","type":"article","venue":"Journal of Computational Electronics","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bilayer; Solar cell; Materials science; Perovskite (structure); Perovskite solar cell; Condensed matter physics; Nanotechnology; Engineering physics; Chemical physics; Computer science; Optoelectronics; Physics; Crystallography; 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":[0.0003069058,0.0001002293,0.0002398495,0.0004008441,0.00003309503,0.00006451448,0.00008675829,0.00003999634,0.0000197486],"category_scores_gemma":[0.000006433681,0.00008834498,0.0001118667,0.0005534729,0.00002142346,0.00004871578,0.000007616589,0.0001347793,0.000002297298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008200506,"about_ca_system_score_gemma":0.0001713634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.996844e-7,"about_ca_topic_score_gemma":3.82757e-7,"domain_scores_codex":[0.999126,0.000030077,0.0003910759,0.00008526834,0.0002300236,0.000137519],"domain_scores_gemma":[0.9993989,0.0002332682,0.00008887275,0.00006091914,0.0001643699,0.00005367571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001146397,0.00003724658,0.000006058065,0.00005300934,0.0002796899,0.000003026682,0.00008853736,0.9379293,0.06005122,0.0005408209,0.0001211435,0.0008784752],"study_design_scores_gemma":[0.0001669527,0.0001046205,0.0003427423,0.00002393042,0.0004314552,0.00001000348,0.000005168328,0.9804596,0.016407,0.0006308917,0.00133462,0.00008302627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4626737,0.00263075,0.5344793,0.00007996749,0.0000434314,0.00004188006,0.00001149807,0.00001961082,0.00001981796],"genre_scores_gemma":[0.9777066,0.0001024241,0.02208957,0.00002623178,0.0000385286,0.00000262868,0.00001315298,0.00001579561,0.00000513271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5150328,"threshold_uncertainty_score":0.3602604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006621814047820194,"score_gpt":0.2199683135589153,"score_spread":0.2133464995110951,"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."}}