{"id":"W1493701073","doi":"10.1080/10789669.2013.774888","title":"Optical model for tubular hollow light guides (1415-RP)","year":2013,"lang":"en","type":"article","venue":"HVAC&R Research","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Officer; Bent molecular geometry; Daylighting; Transmittance; ASHRAE 90.1; Optics; Connection (principal bundle); Engineering; Section (typography); Benchmark (surveying); Mechanical engineering; Computer science; Structural engineering; Architectural engineering; Physics; Meteorology; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002334408,0.0006945345,0.0004149446,0.0004415809,0.0004636465,0.0008068855,0.001221481,0.001123193,0.003456906],"category_scores_gemma":[0.0004359984,0.0004303886,0.0009732288,0.0004737267,0.0003861205,0.000711248,0.0004474091,0.0004696339,0.001254983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151995,"about_ca_system_score_gemma":0.001363255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758317,"about_ca_topic_score_gemma":0.01054458,"domain_scores_codex":[0.9997444,0.00002295334,0.000006952471,0.00005483948,0.0001441912,0.00002676673],"domain_scores_gemma":[0.9997868,0.00004205076,0.00003283864,0.00002214947,0.0001048713,0.00001118719],"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":[0.00002938576,0.00003575781,0.0007316062,0.00005184079,0.000009113186,0.00008659776,0.00007251361,0.9710162,0.01427139,0.004797252,0.0008414715,0.008057003],"study_design_scores_gemma":[0.000004759739,0.00001917366,0.000216015,0.000004009685,0.000004420431,0.00002725764,0.00001166451,0.9961583,0.001734941,0.0003514803,0.001460398,0.000007669089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07438258,0.0003348688,0.8897576,0.0001332159,0.00007240634,0.0001226913,0.0005966412,0.001805197,0.03279486],"genre_scores_gemma":[0.8411368,0.0006233086,0.114928,0.0000982955,0.00002136621,0.0003793754,0.0008952568,0.0002953032,0.04162236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01758317,"threshold_uncertainty_score":0.03496164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07229081108107331,"score_gpt":0.3213758671366735,"score_spread":0.2490850560556002,"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."}}