{"id":"W2946071176","doi":"10.1016/j.solmat.2019.04.022","title":"W-doped VO2/PVP coatings with enhanced thermochromic performance","year":2019,"lang":"en","type":"article","venue":"Solar Energy Materials and Solar Cells","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Monoclinic crystal system; Annealing (glass); Ammonium metavanadate; Vanadium; Doping; Polyvinylpyrrolidone; Vanadate; Analytical Chemistry (journal); Dopant; Tetragonal crystal system; Nuclear chemistry; Inorganic chemistry; Crystal structure; Chemistry; Crystallography; Chromatography; Metallurgy; Polymer chemistry","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":[0.00009504278,0.0003365624,0.000184446,0.0001804169,0.0001626936,0.0004877467,0.0004061513,0.0004043801,0.001175575],"category_scores_gemma":[0.0002629411,0.0002474975,0.0001799616,0.0002177416,0.0001825905,0.0003116098,0.0002455473,0.0003508777,0.0002712079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511657,"about_ca_system_score_gemma":0.0001822225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347253,"about_ca_topic_score_gemma":0.002687634,"domain_scores_codex":[0.9998714,0.000006403219,0.000005158136,0.0000350319,0.00004098825,0.00004109008],"domain_scores_gemma":[0.9999238,0.00001026641,0.00001676854,0.00001029474,0.00002492389,0.00001383181],"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":[0.00002893073,0.000005231766,0.00003529239,0.00002105197,0.000003093069,0.00001799277,0.000005591138,0.00007495107,0.9988042,0.0000597488,0.00006361548,0.0008802826],"study_design_scores_gemma":[0.000006324828,0.00003275745,0.0006207534,0.000002827211,0.000005196587,0.00004261467,0.00000649926,0.001124531,0.9974443,0.00001433461,0.0006963129,0.000003660477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893116,0.001178276,0.003694723,0.00006431166,0.0001091476,0.00001640836,0.000142609,0.0002177645,0.005265119],"genre_scores_gemma":[0.9954776,0.0002888484,0.00179336,0.00002871868,0.00001120843,0.000006824016,0.00008538432,0.00004832683,0.002259675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347253,"threshold_uncertainty_score":0.003932714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004464660123239633,"score_gpt":0.1773496308955657,"score_spread":0.172884970772326,"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."}}