{"id":"W4405192216","doi":"10.3390/nano14231975","title":"Controlling the Optical and Electrical Properties of Perovskite Films and Enhancing Solar Cell Performance Using the Photonic Curing Process","year":2024,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Photonics; Optoelectronics; Solar cell; Curing (chemistry); Perovskite solar cell; Process (computing); Perovskite (structure); Engineering physics; Nanotechnology; Composite material; Chemical engineering; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003521593,0.0001397309,0.0002142433,0.00003254481,0.000173358,0.0002663073,0.000109887,0.00005651745,0.00001421545],"category_scores_gemma":[0.0000142424,0.00007686172,0.00002314023,0.00009306915,0.00008936513,0.0001368264,0.00004103938,0.00007307107,0.000002181653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001457786,"about_ca_system_score_gemma":0.00002676562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000717337,"about_ca_topic_score_gemma":8.403035e-7,"domain_scores_codex":[0.9992123,0.00002476721,0.0002923689,0.0001556526,0.00009876296,0.0002161302],"domain_scores_gemma":[0.9997244,0.00006160227,0.000030511,0.0001300844,0.00002395877,0.00002947681],"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":[0.000009584892,0.000004504523,0.00002236138,0.000559794,0.00001493964,5.229055e-7,0.0006467014,0.0009333614,0.9974669,0.000073902,0.00000242437,0.0002649816],"study_design_scores_gemma":[0.00009597054,0.00001687799,0.00008346636,0.000158444,0.00003865691,0.00002575334,0.00007645879,0.1345594,0.864712,0.00001716988,0.0001223477,0.00009344995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939665,0.005086119,0.000279431,0.00002739311,0.0001639302,0.0003117716,0.000008558621,0.00009377864,0.00006251266],"genre_scores_gemma":[0.999073,0.0004957464,0.0002233381,0.00001104799,0.00009127348,0.00006769069,9.473337e-7,0.00002768903,0.000009214792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133626,"threshold_uncertainty_score":0.313433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039978042666093,"score_gpt":0.2116968122755466,"score_spread":0.2012970318488857,"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."}}