{"id":"W4407224784","doi":"10.1021/acsphotonics.4c02258","title":"Breaking the Size Limit of Room-Temperature Prepared Lead Sulfide Colloidal Quantum Dots for High-Performance Short-Wave Infrared Optoelectronics","year":2025,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Major Science and Technology Projects in Yunnan Province; National Natural Science Foundation of China","keywords":"Lead sulfide; Quantum dot; Materials science; Infrared; Nanotechnology; Colloid; Optoelectronics; Limit (mathematics); Sulfide; Optics; Chemistry; Physics; Metallurgy; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042576,0.0003412325,0.000564185,0.00007198004,0.0005037957,0.0002176084,0.000768557,0.0002504043,0.00006741513],"category_scores_gemma":[0.0006219856,0.0002355652,0.0001363852,0.000383078,0.0001951028,0.0003046549,0.000212835,0.000267418,0.000008657356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143003,"about_ca_system_score_gemma":0.0006287619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007816794,"about_ca_topic_score_gemma":0.0001084519,"domain_scores_codex":[0.9976054,0.000126527,0.000696889,0.0005107672,0.0003891614,0.0006712942],"domain_scores_gemma":[0.9977457,0.0007641762,0.0002339717,0.0008662574,0.0003385354,0.00005135132],"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":[0.0006410011,0.00009467884,0.0001161167,0.0002526728,0.00007387966,0.000001506403,0.000660806,0.0005653932,0.9887293,0.005073408,0.002902741,0.0008885255],"study_design_scores_gemma":[0.0004575017,0.0003140681,0.0005478864,0.0002227926,0.0001032838,0.000007741735,0.0002380052,0.007154614,0.9773568,0.001454281,0.01184795,0.0002951014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944315,0.002355243,0.00004784948,0.0004924408,0.0007486366,0.0009739,0.0001181435,0.0000988245,0.0007334886],"genre_scores_gemma":[0.9957846,0.0006556832,0.001045717,0.0004122711,0.00005576596,0.0002460949,0.00001516454,0.00004170333,0.00174301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113725,"threshold_uncertainty_score":0.9606068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617927833322225,"score_gpt":0.2416679537004329,"score_spread":0.2254886753672107,"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."}}