{"id":"W4412151412","doi":"10.1038/s43586-025-00413-y","title":"Colloidal quantum dots for optoelectronics","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Methods Primers","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Office of Science; Vlaamse regering; European Commission; Universiteit Gent; Basic Energy Sciences; Fonds Wetenschappelijk Onderzoek; U.S. Department of Energy","keywords":"Quantum dot; Optoelectronics; Materials science; Nanotechnology","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":[0.0007524191,0.0004648948,0.0004996212,0.0006237449,0.0004010749,0.0008745689,0.0005511766,0.0009625707,0.004909033],"category_scores_gemma":[0.0003887463,0.0003781235,0.0002343335,0.0003951337,0.0007276439,0.001315739,0.0007654647,0.001541157,0.00279276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010513,"about_ca_system_score_gemma":0.0006642953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005526201,"about_ca_topic_score_gemma":0.001504248,"domain_scores_codex":[0.9997422,0.00004159861,0.00001439173,0.00004947661,0.0001246556,0.00002762987],"domain_scores_gemma":[0.9998313,0.00005922098,0.00001727348,0.00002546868,0.00004809675,0.00001855353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008858434,0.0001214634,0.0001656369,0.001268374,0.00003712324,0.00008670775,0.000153248,0.0007921709,0.6079483,0.1394146,0.02743101,0.2224929],"study_design_scores_gemma":[0.00003124687,0.0001156546,0.0002657661,0.0001179618,0.00002975453,0.0001475033,0.00003736495,0.002404142,0.4155289,0.02586738,0.5554253,0.00002910974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04610212,0.492136,0.345394,0.01517675,0.01173698,0.0006563595,0.001267664,0.002249313,0.08528088],"genre_scores_gemma":[0.2902473,0.3244315,0.2181455,0.004412649,0.00207794,0.0008311257,0.001481244,0.0008423651,0.1575303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004909033,"threshold_uncertainty_score":0.01642239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019479665047561,"score_gpt":0.4290472108646569,"score_spread":0.3988524142141813,"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."}}