{"id":"W4404719494","doi":"10.1038/s41565-024-01828-6","title":"Quantum dots are beginning to lase in the blue","year":2024,"lang":"en","type":"article","venue":"Nature Nanotechnology","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Quantum dot; Lasing threshold; Optoelectronics; Quantum; Nanotechnology; Blueshift; Materials science; Physics; Photoluminescence; Quantum mechanics","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":[0.0002703812,0.0002509161,0.0002584109,0.0002528351,0.0004329516,0.0009755386,0.0002360012,0.0008392336,0.006599737],"category_scores_gemma":[0.0003782934,0.0002068573,0.0001582239,0.0001959153,0.0007897358,0.001620549,0.0005068349,0.001621282,0.002236546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247316,"about_ca_system_score_gemma":0.0003562569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330407,"about_ca_topic_score_gemma":0.001851746,"domain_scores_codex":[0.999876,0.00001235732,0.000003132702,0.00002982965,0.00005837426,0.00002025666],"domain_scores_gemma":[0.9997233,0.00008235246,0.00001895245,0.0000186934,0.0001051896,0.00005153814],"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":[0.000212796,0.00006919519,0.001272913,0.0004557915,0.0000252453,0.000122489,0.0005215009,0.0005565645,0.78181,0.1187686,0.02240726,0.07377777],"study_design_scores_gemma":[0.00004509514,0.0002199908,0.001818306,0.0001147909,0.00001908118,0.0001795857,0.0003335224,0.003464942,0.3977288,0.05265447,0.5433758,0.0000455554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.349655,0.10697,0.1410384,0.05424601,0.005753908,0.0001277723,0.001948208,0.003885613,0.3363751],"genre_scores_gemma":[0.7833659,0.02474273,0.05460258,0.006667696,0.0006057172,0.00008411167,0.0005828165,0.00088298,0.1284655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006599737,"threshold_uncertainty_score":0.02207828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260095138975497,"score_gpt":0.264608372937409,"score_spread":0.252007421547654,"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."}}