{"id":"W2473921358","doi":"10.1021/acs.nanolett.6b01957","title":"10.6% Certified Colloidal Quantum Dot Solar Cells via Solvent-Polarity-Engineered Halide Passivation","year":2016,"lang":"en","type":"article","venue":"Nano Letters","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":338,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; King Abdullah University of Science and Technology; Ministry of Knowledge Economy","keywords":"Passivation; Photovoltaics; Quantum dot; Materials science; Solar cell; Energy conversion efficiency; Nanotechnology; Optoelectronics; Chemical engineering; Photovoltaic system; Layer (electronics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000659398,0.0002793518,0.0003205907,0.0001262759,0.0002751489,0.0001889923,0.0003987165,0.0001406992,0.004211598],"category_scores_gemma":[0.0001410403,0.0001844008,0.0001316096,0.0001480037,0.0001486922,0.0004710807,0.00007470847,0.00008670278,0.003710389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194442,"about_ca_system_score_gemma":0.00004884128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666559,"about_ca_topic_score_gemma":0.00001147893,"domain_scores_codex":[0.9977885,0.0002282858,0.0004784723,0.0004789285,0.0004502318,0.0005755688],"domain_scores_gemma":[0.998904,0.0002380253,0.0001732039,0.0004773629,0.00008144574,0.0001259228],"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":[0.0001181966,0.00004596466,0.00004817731,0.00002903875,0.00001412109,0.000008247303,0.0001017849,0.00001780131,0.9766755,0.0001012503,0.02114053,0.00169939],"study_design_scores_gemma":[0.0004382123,0.00007145386,0.0002264741,0.00007386756,0.00002219273,0.000004821979,0.00001655651,0.00007770297,0.9412428,0.0000693567,0.05742446,0.0003321456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804903,0.000121495,0.006981551,0.01054002,0.001108917,0.0002805035,0.00005656208,0.0002169113,0.0002037083],"genre_scores_gemma":[0.9965907,0.00002363638,0.0005089951,0.001167888,0.0002545422,0.00004321742,0.000006328327,0.00004511392,0.001359523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628393,"threshold_uncertainty_score":0.9970654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970095399533002,"score_gpt":0.2058005683387786,"score_spread":0.1860996143434486,"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."}}