{"id":"W4388227547","doi":"10.25159/3005-2602/13618","title":"Towards Unlocking/Tuning the Mott Transition Temperature in Alkaline-Doped Vanadium Oxide Thermochromic Coatings and Potential Green Air-Conditioning via Room Temperature VxOy-V-VxOy Layered Coatings","year":2023,"lang":"en","type":"article","venue":"Nano-Horizons Journal of Nanosciences and Nanotechnologies","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Thermochromism; Materials science; Doping; Vanadium; Nanomaterials; Vanadium oxide; Oxide; Optoelectronics; Nanotechnology; Condensed matter physics; Metallurgy","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":[0.000112935,0.0002969415,0.0001225653,0.0001412743,0.0000906931,0.0003861864,0.0003354921,0.0002114204,0.0004189476],"category_scores_gemma":[0.0001682578,0.000165264,0.0001477198,0.0001035494,0.0002156731,0.00022475,0.0002339816,0.0003531959,0.0001369994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083947,"about_ca_system_score_gemma":0.0001249854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005442379,"about_ca_topic_score_gemma":0.001134873,"domain_scores_codex":[0.9999152,0.000006595193,0.000005215376,0.00002091948,0.00003449924,0.00001756901],"domain_scores_gemma":[0.9999449,0.000009413713,0.00001771417,0.000005270582,0.00001496589,0.000007599684],"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":[0.000007020623,0.000001702105,0.00004235941,0.00002583516,0.00000238252,0.0000107012,0.000008057579,0.00004890309,0.9991199,0.00008395126,0.000009021367,0.000640167],"study_design_scores_gemma":[0.000001386262,0.0000283834,0.0003066524,0.000002605309,0.00000524456,0.00003021209,0.00001200791,0.0009578799,0.9979226,0.00001404366,0.000716466,0.000002584795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839806,0.001809734,0.01242179,0.00005593723,0.00004727826,0.0000197835,0.00006755431,0.0001213071,0.001475985],"genre_scores_gemma":[0.9928987,0.0006770227,0.005539549,0.0000210027,0.000006943341,0.0000127731,0.00004719275,0.00002780665,0.0007690084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005442379,"threshold_uncertainty_score":0.001511991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047189727458334,"score_gpt":0.2358330245259349,"score_spread":0.2253611272513516,"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."}}