{"id":"W7132272752","doi":"","title":"Proceedings of the International Conference on Building Envelope Systems & Technologies (ICBEST 2010), volume 1 and 2","year":2001,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Envelope (radar)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002487165,0.0008404448,0.0009451245,0.001515035,0.001622409,0.005576894,0.001269631,0.001862707,0.3791404],"category_scores_gemma":[0.005325803,0.0004706108,0.000477598,0.001267708,0.0008375531,0.002327142,0.001574135,0.001755789,0.2373494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403698,"about_ca_system_score_gemma":0.00374095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006041234,"about_ca_topic_score_gemma":0.02194355,"domain_scores_codex":[0.9978782,0.0002777101,0.00006621613,0.0001470629,0.00143028,0.0002004833],"domain_scores_gemma":[0.993812,0.0006597486,0.0001199371,0.0006744476,0.00390099,0.000832894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009019735,0.0001591754,0.0005166439,0.0002107489,0.000008407577,0.0000855583,0.0001032979,0.000464253,0.00148615,0.003779972,0.8166897,0.1764058],"study_design_scores_gemma":[0.000007649772,0.00004177911,0.001593048,0.0001184511,0.000009256745,0.00009907129,0.0001344907,0.0007155488,0.001705895,0.001375804,0.9941838,0.00001518663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007232425,0.004899358,0.01622076,0.007213362,0.02558506,0.0003962057,0.001981642,0.001979951,0.9344912],"genre_scores_gemma":[0.01036712,0.002198436,0.003444221,0.0002249202,0.0007212901,0.00004609246,0.001383122,0.0005922436,0.9810225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3791404,"threshold_uncertainty_score":0.8855808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003433299278776,"score_gpt":0.2481450754954736,"score_spread":0.2181107425026858,"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."}}