{"id":"W2947535282","doi":"10.1002/adma.201805886","title":"Tuning Solute‐Redistribution Dynamics for Scalable Fabrication of Colloidal Quantum‐Dot Optoelectronics","year":2019,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Korea Institute of Science and Technology; National Research Foundation","keywords":"Materials science; Fabrication; Lead sulfide; Nanotechnology; Quantum dot; Solar cell; Indium tin oxide; Deposition (geology); Polyethylene terephthalate; Nanoparticle; Optoelectronics; Thin film; Composite material","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":[0.0008901592,0.0001737465,0.0004267344,0.00004997302,0.0001223148,0.00007496781,0.0002483133,0.0000960258,0.0003894507],"category_scores_gemma":[0.0003033749,0.000154378,0.0000584284,0.0001023285,0.00006468869,0.0003986365,0.00006197643,0.00003534173,0.00008945924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068031,"about_ca_system_score_gemma":0.0001108047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004005522,"about_ca_topic_score_gemma":0.000009293071,"domain_scores_codex":[0.9984059,0.00007832004,0.0005199259,0.0003298314,0.0002510108,0.0004150345],"domain_scores_gemma":[0.9987416,0.0001413403,0.0003851138,0.0003354487,0.0003525502,0.0000439476],"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":[0.0003047166,0.00003933817,0.00003531724,0.0001739556,0.000007043966,9.077733e-8,0.0000416123,0.0002966046,0.971107,0.02719509,0.0001035411,0.0006956646],"study_design_scores_gemma":[0.0005039737,0.0003059726,0.0001079021,0.00008514595,0.00002132537,0.00000203305,0.0000951763,0.002915097,0.9896391,0.004194702,0.00192759,0.0002019608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833567,0.0002372947,0.01364599,0.00009178144,0.001130889,0.000691063,0.0005470188,0.00007871833,0.0002205417],"genre_scores_gemma":[0.9953258,0.00005554138,0.004003365,0.00002113732,0.00007221796,0.0001081055,0.0001558365,0.00003018012,0.0002277914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300038,"threshold_uncertainty_score":0.6295352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173890382242219,"score_gpt":0.2466595703072343,"score_spread":0.2349206664848121,"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."}}