{"id":"W3095068632","doi":"10.1016/j.mtnano.2020.100101","title":"Defects, photophysics and passivation in Pb-based colloidal quantum dot photovoltaics","year":2020,"lang":"en","type":"article","venue":"Materials Today Nano","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Scientific Research Plan Projects of Shaanxi Education Department; National Natural Science Foundation of China; Natural Science Foundation of Shaanxi Province; Isaac Newton Trust; China Postdoctoral Science Foundation; Royal Academy of Engineering","keywords":"Photovoltaics; Passivation; Quantum dot; Lead sulfide; Materials science; Optoelectronics; Charge carrier; Photocurrent; Nanotechnology; Photovoltaic system; 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":[0.0001473621,0.0001192701,0.0001674043,0.0001824336,0.0002232058,0.0006350357,0.0003175606,0.0004415336,0.0007721356],"category_scores_gemma":[0.0002679103,0.0002071538,0.00008869559,0.0001747288,0.0004775378,0.0004269457,0.0001767726,0.0003083492,0.0001571344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496018,"about_ca_system_score_gemma":0.0002121429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436296,"about_ca_topic_score_gemma":0.001842028,"domain_scores_codex":[0.9999311,0.000007312662,0.000003276462,0.0000120516,0.00003502354,0.00001132817],"domain_scores_gemma":[0.9999244,0.00003759154,0.00001010067,0.000006627611,0.00001438203,0.000006747329],"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":[0.0002417225,0.00006428103,0.002124701,0.0001653717,0.00001604609,0.0001846911,0.0001784206,0.003798133,0.9778683,0.007372237,0.0003045508,0.007681472],"study_design_scores_gemma":[0.0000264319,0.0001978109,0.004454981,0.00001982688,0.000025581,0.0002481938,0.0002319297,0.03409278,0.9550875,0.003408006,0.002190321,0.00001670048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955993,0.001496172,0.001391112,0.0001145158,0.00001808596,0.000005502088,0.00003622147,0.00002352909,0.001315677],"genre_scores_gemma":[0.9984025,0.0003189721,0.0003532342,0.000008813293,0.000003541825,0.0000036172,0.0000219226,0.000009640347,0.0008777913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001436296,"threshold_uncertainty_score":0.002855837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169536957213224,"score_gpt":0.2176328028961431,"score_spread":0.1959374333240108,"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."}}