{"id":"W2147541217","doi":"","title":"DESIGN METHODOLOGY FOR OPTIMIZATION OF ELECTRICITY GENERATION AND DAYLIGHT UTILIZATION FOR FAÇADE WITH SEMI- TRANSPARENT PHOTOVOLTAICS","year":2013,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facade; Photovoltaics; Daylight; Photovoltaic system; Renewable energy; Electricity; Solar gain; Glazing; Daylighting; Electricity generation; Automotive engineering; Environmental science; Architectural engineering; Solar energy; Engineering; Civil engineering; Electrical engineering; Optics; Power (physics)","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":[0.0005123753,0.0008745072,0.0006574866,0.0004529944,0.0003519616,0.0007875729,0.0009341194,0.0007067072,0.004569051],"category_scores_gemma":[0.0006553037,0.0005413585,0.0008997567,0.0004035785,0.0003057731,0.0003216557,0.00045583,0.0005097504,0.0006452974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067688,"about_ca_system_score_gemma":0.001111045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460995,"about_ca_topic_score_gemma":0.004580197,"domain_scores_codex":[0.9997253,0.00005251602,0.000008647606,0.00004711876,0.0001246201,0.00004171745],"domain_scores_gemma":[0.9998093,0.00006350678,0.00003983662,0.00001217812,0.00006689376,0.000008366454],"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":[0.00004062174,0.00004565,0.0002892241,0.000166378,0.00003352775,0.00006180203,0.00005560361,0.9507721,0.01806289,0.003998382,0.0003192916,0.02615439],"study_design_scores_gemma":[0.00002030907,0.0001696697,0.0002272342,0.0000150064,0.00002510897,0.00002362135,0.00003152955,0.9918838,0.004282082,0.0009200777,0.002392905,0.000008625548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02760606,0.0001536106,0.961644,0.00005414712,0.00002368416,0.0001964344,0.00007460034,0.000342608,0.009904874],"genre_scores_gemma":[0.7125244,0.0003486601,0.2796726,0.00004811589,0.00001478502,0.0007244581,0.0001169496,0.0001285757,0.00642147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004569051,"threshold_uncertainty_score":0.01528502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989446579447303,"score_gpt":0.3134345621836153,"score_spread":0.01448990423888497,"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."}}