{"id":"W3163858257","doi":"10.2533/chimia.2021.398","title":"Nanocrystal Quantum Dot Devices: How the Lead Sulfide (PbS) System Teaches Us the Importance of Surfaces","year":2021,"lang":"en","type":"article","venue":"CHIMIA International Journal for Chemistry","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Tianjin University; H2020 Marie Skłodowska-Curie Actions; University of Toronto; Queen's University; European Commission; Eidgenössische Technische Hochschule Zürich; National Science Foundation; University of Cambridge; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Nanocrystal; Lead sulfide; Materials science; Nanotechnology; Quantum dot; Fabrication; Nanometre; Thin film; Semiconductor; Optoelectronics","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":[0.0007772002,0.0001758022,0.0002377188,0.00001419262,0.0003536591,0.0004683164,0.001070812,0.00007103975,0.0002074885],"category_scores_gemma":[0.0004400063,0.00009175245,0.0002388748,0.00005799936,0.0002053001,0.0002105129,0.0001236971,0.0002141442,0.000006481465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009636539,"about_ca_system_score_gemma":0.0002372953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561603,"about_ca_topic_score_gemma":0.00002703289,"domain_scores_codex":[0.9983842,0.00008100457,0.0004659816,0.0002253606,0.000604753,0.0002386943],"domain_scores_gemma":[0.9981735,0.0003703183,0.0005495771,0.0002837725,0.0005673736,0.00005540034],"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":[0.00008368101,0.0000374785,0.003723837,0.0001527213,0.0001084299,0.00002145453,0.0002684989,0.0000886968,0.9930776,0.0006384026,0.0016434,0.0001558459],"study_design_scores_gemma":[0.0002695228,0.00001530649,0.001074458,0.0003026121,0.00004376874,0.0007911334,0.004055758,0.000870106,0.9785066,0.0002744207,0.01365127,0.0001449995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905058,0.002993355,0.00009449801,0.004225039,0.001315684,0.00008568369,0.0001231483,0.00002203719,0.0006348149],"genre_scores_gemma":[0.9975414,0.0001574073,0.0002224174,0.0001218089,0.0006551262,0.00001860053,0.00001180376,0.00001949175,0.001251887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457091,"threshold_uncertainty_score":0.4515986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172055787234454,"score_gpt":0.2606700868613783,"score_spread":0.2289495289890338,"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."}}