{"id":"W4387880549","doi":"10.1038/s44160-023-00422-3","title":"Synthesis of 2D perovskite crystals via progressive transformation of quantum well thickness","year":2023,"lang":"en","type":"article","venue":"Nature Synthesis","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Office of Naval Research; Horizon 2020 Framework Programme; Office of Science; China Scholarship Council; Brookhaven National Laboratory; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; European Commission; Institut Universitaire de France; Northwestern University; Army Research Office; Alfred P. Sloan Foundation; Rice University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Perovskite (structure); Crystallization; Materials science; Halide; Photoluminescence; Phase (matter); Crystal growth; Intercalation (chemistry); Crystal (programming language); Crystallography; Chemical physics; Chemical engineering; Optoelectronics; Chemistry; Inorganic chemistry","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":[0.00007807052,0.0001725495,0.000186682,0.0001499127,0.0001946984,0.0003377729,0.000278724,0.0001923324,0.001464279],"category_scores_gemma":[0.000124687,0.0002268653,0.0001366526,0.0001616185,0.0001103247,0.0002533222,0.000205463,0.0003740083,0.0003491897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312267,"about_ca_system_score_gemma":0.0004221622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009831763,"about_ca_topic_score_gemma":0.003329948,"domain_scores_codex":[0.9999433,0.000002808169,0.000004734832,0.00001438838,0.00002286121,0.00001191818],"domain_scores_gemma":[0.9999626,0.000005374856,0.000009516783,0.000007231417,0.000009630104,0.000005665988],"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":[0.00001654559,0.000009369927,0.00005221378,0.00004442463,0.000003350964,0.00003010422,0.00001415941,0.0002054188,0.9974985,0.0002810464,0.00008847287,0.001756459],"study_design_scores_gemma":[0.00001475144,0.00003868922,0.0003621193,0.000001962584,0.000003427526,0.00004243247,0.000007649031,0.001721947,0.9956986,0.00007075502,0.002032843,0.000004897732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755222,0.0005438286,0.01318929,0.0001674769,0.00007563958,0.00006231735,0.001172234,0.0004029856,0.008864019],"genre_scores_gemma":[0.9753119,0.0004628566,0.01880104,0.00004073901,0.0000113811,0.00005231482,0.0005030278,0.00009352132,0.00472318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464279,"threshold_uncertainty_score":0.004898489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005989334183131174,"score_gpt":0.2294378205625651,"score_spread":0.223448486379434,"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."}}