{"id":"W4389131817","doi":"10.21203/rs.3.rs-3671187/v1","title":"Single-Source Pulsed Laser Deposited Perovskite Solar Cells with &amp;gt;19% Efficiency","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Lawrence Berkeley National Laboratory; Basic Energy Sciences; European Research Council; Technische Universität München; King Abdullah University of Science and Technology; European Commission; University of Twente; U.S. Department of Energy","keywords":"Perovskite (structure); Passivation; Materials science; Energy conversion efficiency; Photovoltaics; Pulsed laser deposition; Optoelectronics; Nanotechnology; Thin film; Halide; Chemical engineering; Layer (electronics); Photovoltaic system; Chemistry; Inorganic chemistry; Electrical 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":[0.0001695866,0.0002667911,0.0007393855,0.000195365,0.0004807993,0.0008344873,0.0009930241,0.0006362231,0.005843985],"category_scores_gemma":[0.0004418803,0.0002990134,0.0002455761,0.0005092206,0.0001771676,0.0007137559,0.0002785834,0.0005825059,0.00197272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006751016,"about_ca_system_score_gemma":0.0004330555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417715,"about_ca_topic_score_gemma":0.004195624,"domain_scores_codex":[0.9997283,0.000009379837,0.0000152554,0.00006238872,0.0001313684,0.00005331405],"domain_scores_gemma":[0.9998168,0.00004279865,0.00001621293,0.00004018212,0.00006365296,0.00002032793],"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":[0.0002322071,0.00006149357,0.0003882061,0.00009661019,0.00002175307,0.0001015314,0.00005872068,0.0005467036,0.9926592,0.0003336953,0.001018583,0.004481462],"study_design_scores_gemma":[0.00003593123,0.00009737824,0.001308525,0.000005842889,0.00001549784,0.0001033028,0.00002526713,0.002914568,0.9932008,0.0001003587,0.002184771,0.000007780001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847404,0.0006743245,0.002747268,0.0002493117,0.00009102184,0.00003049879,0.001929045,0.0005981579,0.008939967],"genre_scores_gemma":[0.9831161,0.0003547931,0.00429338,0.00003068366,0.00002245344,0.00003631013,0.001074751,0.0001304993,0.01094095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843985,"threshold_uncertainty_score":0.01955014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060092641752524,"score_gpt":0.3172668944444718,"score_spread":0.2566659680269466,"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."}}