{"id":"W4411236260","doi":"10.1002/solr.202500193","title":"Versatile Two‐Step Process for Perovskite‐Based Tandem Photovoltaics","year":2025,"lang":"en","type":"article","venue":"Solar RRL","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Gender and Health; HORIZON EUROPE Framework Programme; European Commission","keywords":"Tandem; Photovoltaics; Process (computing); Materials science; Perovskite (structure); Computer science; Nanotechnology; Photovoltaic system; Engineering; Electrical engineering; Chemical engineering; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731265,0.0004897164,0.0003329469,0.0002436337,0.0002762382,0.0003745536,0.0009122534,0.0005806329,0.001708585],"category_scores_gemma":[0.000166338,0.000335982,0.0003174489,0.0002787989,0.0001845338,0.0005392293,0.0005896108,0.001247418,0.0009523918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440649,"about_ca_system_score_gemma":0.0004403235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004504719,"about_ca_topic_score_gemma":0.0008118447,"domain_scores_codex":[0.9997416,0.00001458949,0.00001523682,0.0000716489,0.0001141501,0.00004266006],"domain_scores_gemma":[0.9999504,0.00001033519,0.00001099177,0.00000837153,0.00001283217,0.000006998305],"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":[0.00001716245,0.00003201148,0.00003791027,0.00009039579,0.000006557661,0.00004471981,0.00002353941,0.000187741,0.994134,0.0005904578,0.0001863384,0.00464914],"study_design_scores_gemma":[0.00001503515,0.00006785427,0.0001402985,0.000003175566,0.000004890286,0.0001272001,0.00001056546,0.002010873,0.9935002,0.0001109362,0.003997504,0.00001149832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.74636,0.007981016,0.2179383,0.0006964759,0.00040478,0.000563505,0.00152377,0.002954055,0.02157809],"genre_scores_gemma":[0.8786346,0.002602027,0.1086847,0.000194899,0.0000395298,0.0003443942,0.0006109603,0.0001099176,0.008778865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708585,"threshold_uncertainty_score":0.005715847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247503823381223,"score_gpt":0.2757147591299545,"score_spread":0.2632397208961422,"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."}}