{"id":"W4390142249","doi":"10.1021/acs.jpcc.3c06079","title":"Chalcogen Doping as a Promising Strategy to Improve the Thermochromic Properties of Vanadium Dioxide","year":2023,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Vanadium dioxide; Chalcogen; Thermochromism; Doping; Dopant; Materials science; Transition metal; Vanadium; Nanotechnology; Inorganic chemistry; Chemistry; Thin film; Optoelectronics; Crystallography; Metallurgy; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007349232,0.0002160378,0.0001805201,0.0001683223,0.0001594022,0.0003793343,0.0002361446,0.0002572705,0.0003615184],"category_scores_gemma":[0.00008532331,0.0001157488,0.0001187319,0.0001426061,0.0002136018,0.000202578,0.0001619897,0.0001674347,0.0001163997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942068,"about_ca_system_score_gemma":0.0001743708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003078921,"about_ca_topic_score_gemma":0.0008442863,"domain_scores_codex":[0.9999464,0.000007893341,0.000002971971,0.000009954376,0.00001789653,0.00001492594],"domain_scores_gemma":[0.9999769,0.000005339053,0.000006836787,0.000002974548,0.000004228467,0.000003820998],"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":[0.00003879434,0.00001653343,0.0002239023,0.00007004078,0.000005117043,0.00005461371,0.0000187279,0.0005727736,0.9953836,0.001195777,0.00008204339,0.002338145],"study_design_scores_gemma":[0.000005786844,0.0001397054,0.0003601728,0.000005300376,0.000006359201,0.00005300277,0.00001878838,0.003306703,0.9946062,0.0001941312,0.001298088,0.000005808125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902604,0.001187236,0.00470969,0.0001397875,0.00003874181,0.00001742012,0.00004615118,0.00007732141,0.003523318],"genre_scores_gemma":[0.9950914,0.000613498,0.003260293,0.00003258069,0.000006374596,0.0000118905,0.00003369014,0.00001392612,0.00093626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003793343,"threshold_uncertainty_score":0.001409054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212491871851835,"score_gpt":0.2560736356276733,"score_spread":0.2348244484424898,"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."}}