{"id":"W4415474051","doi":"10.1063/5.0281822","title":"Vapor-phase growth of single-crystal defect-free nanowires: Interface dynamics, morphology control, and emerging applications","year":2025,"lang":"en","type":"article","venue":"Chemical Physics Reviews","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nanowire; Nucleation; Oxide; Interface (matter); Substrate (aquarium); Vapor–liquid–solid method","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001012235,0.0001840774,0.0004848643,0.00003801145,0.0000386919,0.00001331157,0.0002850332,0.00007292164,0.000007881597],"category_scores_gemma":[0.00007484473,0.0001773771,0.0001577616,0.0003064003,0.0001212186,0.0000560567,0.00008393414,0.0001326057,0.000009744303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006515983,"about_ca_system_score_gemma":0.00001081151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004254366,"about_ca_topic_score_gemma":0.000001433458,"domain_scores_codex":[0.9990427,0.00002251675,0.0004572342,0.0002378103,0.00005979972,0.0001799284],"domain_scores_gemma":[0.999185,0.0001339712,0.00009036929,0.0004817153,0.00005090019,0.00005808979],"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":[0.00000404924,0.000138824,0.00002264575,0.0004890655,0.00005420504,1.511826e-7,0.00002286082,0.00001898444,0.9229083,0.01333264,0.002562728,0.06044554],"study_design_scores_gemma":[0.00228439,0.00004154785,0.00001386922,0.0005938894,0.0004371269,0.000006486588,0.00004086458,0.01806804,0.8484071,0.04389381,0.08552836,0.0006844926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07676649,0.03679327,0.8749205,0.000470441,0.0001169066,0.001670012,0.000240098,0.0002637201,0.008758525],"genre_scores_gemma":[0.996262,0.001265637,0.001950945,0.00004836977,0.0000577315,0.0003216493,0.00003331941,0.00002522182,0.00003510781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9194955,"threshold_uncertainty_score":0.7233228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134139371864576,"score_gpt":0.2613452034639556,"score_spread":0.2500038097453099,"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."}}