{"id":"W4400293935","doi":"10.1038/s44160-024-00598-2","title":"A selenium-mediated layer-by-layer synthetic strategy for multilayered multicomponent nanocrystals","year":2024,"lang":"en","type":"article","venue":"Nature Synthesis","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Selenium; Layer (electronics); Nanocrystal; Layer by layer; Materials science; Nanotechnology; Chemical engineering; Metallurgy; 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":[0.0001278717,0.0003872595,0.0002034014,0.000185327,0.0001923861,0.0002626499,0.0004555725,0.0002793632,0.0006065302],"category_scores_gemma":[0.0001138881,0.0002416704,0.000233902,0.0001429507,0.0001206425,0.0003815219,0.0003802258,0.0003666874,0.0003409844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488596,"about_ca_system_score_gemma":0.0003058279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008910966,"about_ca_topic_score_gemma":0.002512688,"domain_scores_codex":[0.9999278,0.000006169426,0.000008759312,0.00001987243,0.00001979072,0.00001765192],"domain_scores_gemma":[0.9999447,0.000008356144,0.00001495843,0.00001113597,0.00001165358,0.0000092028],"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":[0.00001595011,0.00001351053,0.00005550088,0.00003583239,0.000007852909,0.00004323171,0.00001970707,0.0001897527,0.9969841,0.0002692783,0.00007493002,0.002290474],"study_design_scores_gemma":[0.000004137614,0.00005336921,0.000269223,0.000002593031,0.000007932504,0.00006881571,0.00001268709,0.001999323,0.9955385,0.00007043325,0.001965226,0.00000765228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344407,0.001325898,0.05642607,0.0002542229,0.0001026053,0.0001193756,0.0005431254,0.0005125141,0.006275359],"genre_scores_gemma":[0.9510712,0.0009209231,0.04351508,0.00005197026,0.000008284822,0.00004690279,0.0002933122,0.0000686069,0.004023693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008910966,"threshold_uncertainty_score":0.00253123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896729451154485,"score_gpt":0.2826955700757329,"score_spread":0.253728275564188,"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."}}