{"id":"W6981854544","doi":"","title":"Field-performance of daylight-linked lighting controls and window blinds: a pilot study","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Public Works and Government Services Canada","keywords":"Window (computing); Energy consumption; Electric energy consumption; Electric light; Energy (signal processing); Smart lighting; Control system; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001357293,0.0009685926,0.00095966,0.000570834,0.0009017689,0.0003557305,0.0007015764,0.0006887246,0.002409252],"category_scores_gemma":[0.002950731,0.0004122668,0.0007596369,0.0002738877,0.0008227767,0.0007642501,0.0005606998,0.000678132,0.0003278468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514908,"about_ca_system_score_gemma":0.0007367725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866533,"about_ca_topic_score_gemma":0.004863377,"domain_scores_codex":[0.9991161,0.000250366,0.00006584974,0.0001718617,0.0001660985,0.0002296086],"domain_scores_gemma":[0.9971191,0.001240079,0.0002877134,0.0003821859,0.0006756621,0.0002953771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06202135,0.06785781,0.05715631,0.001366982,0.0003120746,0.001334825,0.003653342,0.01666487,0.6921173,0.0005633099,0.00120511,0.0957467],"study_design_scores_gemma":[0.003471784,0.4481707,0.1469159,0.00005696614,0.0003980515,0.0007613961,0.002099839,0.01073888,0.3838101,0.0003811289,0.003011378,0.0001839256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989073,0.00001614565,0.0007353768,0.000005697784,0.000008678163,0.00008818435,0.00005646867,0.00002223184,0.0001598612],"genre_scores_gemma":[0.9971122,0.00003809625,0.001643413,0.00001858684,0.00001206275,0.0001054043,0.0001705738,0.000009704029,0.0008900915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004866533,"threshold_uncertainty_score":0.009676456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531247533373963,"score_gpt":0.1947235384513888,"score_spread":0.1794110631176492,"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."}}