{"id":"W4387784530","doi":"10.1016/j.solener.2023.112052","title":"Techno-economic analysis to determine the potential of perovskite-based PV blinds for buildings","year":2023,"lang":"en","type":"article","venue":"Solar Energy","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Photovoltaic system; Facade; Roof; Architectural engineering; Electricity; Environmental science; Solar energy; Renewable energy; Computer science; Automotive engineering; Building-integrated photovoltaics; Photovoltaics; Process engineering; Engineering; Civil engineering; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001032044,0.00008521001,0.0001393233,0.0003904375,0.00004646043,0.00001721851,0.0002680232,0.00007554701,0.00001878216],"category_scores_gemma":[0.00003061709,0.00007169197,0.0001431884,0.0005750365,0.00002162732,0.00002603297,0.00003240192,0.00004402212,0.000007771005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003147311,"about_ca_system_score_gemma":0.00001150266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746113,"about_ca_topic_score_gemma":0.00008258846,"domain_scores_codex":[0.9995136,0.000004607846,0.0001507883,0.0001111235,0.00005680062,0.0001630626],"domain_scores_gemma":[0.9996228,0.00004496443,0.00002810232,0.0002622266,0.00001867288,0.00002322813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008484787,0.000003028824,0.00004385119,0.000005895412,0.0001210617,5.102758e-7,0.00001536903,0.9588461,0.01964982,0.001241084,0.0003250564,0.01973973],"study_design_scores_gemma":[0.0001506035,0.00003239431,0.0004903706,0.000002910968,0.00009024343,2.670739e-7,0.00004999973,0.8916627,0.09687611,0.0004215454,0.01012359,0.00009932924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613647,0.00006108664,0.2367328,0.0004846748,0.0001638814,0.00007462248,0.00004365539,0.0009971744,0.00007739026],"genre_scores_gemma":[0.9983686,0.00002067418,0.001318383,0.0000568597,0.00003949091,0.00005912271,0.0000180106,0.00002056558,0.00009832388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370038,"threshold_uncertainty_score":0.2923514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008308305028923801,"score_gpt":0.2134015728537614,"score_spread":0.2050932678248376,"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."}}