{"id":"W3000622663","doi":"","title":"The Solar Dynamic Buffer Zone (SDBZ) curtain wall: Validation and design of a solar air collector curtain wall","year":2008,"lang":"en","type":"article","venue":"TSpace","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curtain wall; Environmental science; Meteorology; Engineering; Physics; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007027916,0.0002611679,0.0003507365,0.00007687133,0.0004091804,0.00003222712,0.0002639242,0.0001691793,0.0001104382],"category_scores_gemma":[0.000158466,0.0001941166,0.00009516122,0.0002908279,0.0001553161,0.0001011945,0.00005813489,0.0001956545,0.00006366879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000968604,"about_ca_system_score_gemma":0.0001036459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041916,"about_ca_topic_score_gemma":0.0006196462,"domain_scores_codex":[0.9980191,0.0005455203,0.0003656384,0.0003147087,0.0003434799,0.0004115359],"domain_scores_gemma":[0.9985103,0.0005311207,0.000252308,0.0004616943,0.0001275098,0.0001170388],"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":[0.002152918,0.0006223231,0.01195255,0.0004315221,0.001158111,0.0001429987,0.08195437,0.01897376,0.8571357,0.002457752,0.01527396,0.007744034],"study_design_scores_gemma":[0.009652965,0.002150552,0.02735263,0.0005358365,0.0004620218,0.000730322,0.0115443,0.3236622,0.3308435,0.003758141,0.2863282,0.002979409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812731,0.002015511,0.0135556,0.0008687678,0.0002577215,0.0007991963,0.00000750427,0.0001484863,0.001074097],"genre_scores_gemma":[0.9854497,0.0004061734,0.0005768077,0.0001255363,0.00007122336,0.00007709627,0.00001654614,0.00005769117,0.01321924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5262922,"threshold_uncertainty_score":0.9961705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419446295571297,"score_gpt":0.2614789320647305,"score_spread":0.2372844691090175,"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."}}