{"id":"W7006339715","doi":"","title":"Thermochromic coatings for buildings: \\nPreparation and assessment of potential energy savings","year":2020,"lang":"en","type":"article","venue":"AMS Degree Thesis (University of Bologna)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal emittance; Reflective surfaces; Thermochromism; Solar energy; Thermal; Roof; Glazing; Sunlight; Microclimate; Reflectivity; Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608096,0.0004333447,0.0002359515,0.0003473725,0.0002180998,0.0006960827,0.0004302471,0.0004035887,0.002015017],"category_scores_gemma":[0.0002161427,0.0001559926,0.0004189945,0.0003324927,0.0002542313,0.0003230408,0.0002250727,0.0001863307,0.0001580328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036675,"about_ca_system_score_gemma":0.0004280689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166565,"about_ca_topic_score_gemma":0.03544277,"domain_scores_codex":[0.9998536,0.00002778946,0.000003497501,0.00001399556,0.00007020826,0.00003094617],"domain_scores_gemma":[0.9999123,0.00002948117,0.00001564325,0.00001220945,0.00002454944,0.000005847855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003988726,0.0002376042,0.01438715,0.0004864603,0.00007081888,0.0003278287,0.0001073172,0.8135121,0.1263221,0.001870872,0.0005957346,0.04168309],"study_design_scores_gemma":[0.00005610831,0.001198404,0.03162911,0.00004808058,0.0001305902,0.0001412538,0.0003703666,0.8877342,0.07306828,0.0007233389,0.004860013,0.00004027444],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857368,0.0004299862,0.006358343,0.00004143133,0.00001633651,0.00005490942,0.000305939,0.00007056482,0.006985568],"genre_scores_gemma":[0.9956161,0.0002322199,0.002940178,0.00000434161,0.000001028034,0.00001642472,0.00009170031,0.000009551501,0.001088445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166565,"threshold_uncertainty_score":0.03311908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121260308566266,"score_gpt":0.2100534275446213,"score_spread":0.1888408244589586,"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."}}