{"id":"W7018518237","doi":"","title":"Design insights on tubular skylights","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Office of Energy Efficiency; Natural Resources Canada; National Research Council Canada; China Electronics Technology Group Corporation; Public Works and Government Services Canada","keywords":"Skylight; Glazing; Ceiling (cloud); Daylighting; Diffuser (optics); Daylight; Lantern","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":[0.0004066793,0.0005588682,0.0003302934,0.0005018096,0.0003569087,0.000966863,0.0008487356,0.0008074017,0.009001804],"category_scores_gemma":[0.0009489369,0.0003245757,0.0005636982,0.0004855713,0.0005052528,0.001012867,0.0005861796,0.0004059724,0.002722765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041849,"about_ca_system_score_gemma":0.0003023277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007358267,"about_ca_topic_score_gemma":0.0007578409,"domain_scores_codex":[0.9995816,0.00007340631,0.00002007878,0.00005049133,0.0002130251,0.00006126949],"domain_scores_gemma":[0.9995994,0.00007631299,0.00005336333,0.00004418608,0.0001923427,0.00003443287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006172799,0.0001665093,0.003481715,0.00162328,0.00007396936,0.002319571,0.001235781,0.1509566,0.2351497,0.2439248,0.01138395,0.3490669],"study_design_scores_gemma":[0.0001192257,0.003208422,0.005655335,0.0002731495,0.0001705526,0.005098794,0.001273531,0.2688642,0.1520293,0.09127975,0.4717947,0.0002329834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1017274,0.002099921,0.779548,0.0005526828,0.0002814739,0.0002073011,0.0002300741,0.001622719,0.1137304],"genre_scores_gemma":[0.700881,0.002494564,0.2446905,0.0002512461,0.0001265378,0.0002027755,0.000300558,0.0004281292,0.05062468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009001804,"threshold_uncertainty_score":0.030114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673208598791453,"score_gpt":0.30830727679485,"score_spread":0.2715751908069355,"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."}}