{"id":"W4385925231","doi":"10.1117/12.2680269","title":"2D modeling of perovskite/Si tandem solar cell","year":2023,"lang":"en","type":"article","venue":"","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Tandem; Perovskite (structure); Materials science; Perovskite solar cell; Optoelectronics; Solar cell; Current density; Layer (electronics); Energy conversion efficiency; Short circuit; Silicon; Diffusion; Voltage; Engineering physics; Nanotechnology; Electrical engineering; Chemistry; Composite material; Physics; Thermodynamics; Crystallography; Engineering","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":[0.0001144442,0.0006040481,0.0007096069,0.0003392157,0.0005165191,0.0009108707,0.001527895,0.001542235,0.004500396],"category_scores_gemma":[0.0002911915,0.0004452441,0.0008816747,0.0005788212,0.0002799463,0.0005967421,0.0004046344,0.0004781858,0.0006887246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000558,"about_ca_system_score_gemma":0.001138223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634729,"about_ca_topic_score_gemma":0.01125655,"domain_scores_codex":[0.9998918,0.00002021184,0.000004633219,0.00001862737,0.00004869728,0.00001595075],"domain_scores_gemma":[0.9999034,0.00003191862,0.00001157133,0.000009162428,0.00003645294,0.000007381242],"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":[0.0000236914,0.00002072574,0.0005299018,0.00008383709,0.00002780397,0.0001766222,0.0000390216,0.9870346,0.005706854,0.003754227,0.0006185036,0.001984111],"study_design_scores_gemma":[0.000007897197,0.00001089216,0.0001814882,0.000005693271,0.000007377422,0.00003538471,0.00001319475,0.9974492,0.0005170891,0.0004320293,0.001331832,0.000007857007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4312599,0.003139477,0.3417851,0.001991089,0.0004429165,0.0004222485,0.01525864,0.001657855,0.2040428],"genre_scores_gemma":[0.9212263,0.001900979,0.0463843,0.0003431225,0.00008489582,0.0006051291,0.002673573,0.0002037918,0.02657788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634729,"threshold_uncertainty_score":0.03250426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746297216484835,"score_gpt":0.2138499940938741,"score_spread":0.1963870219290257,"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."}}