{"id":"W4225272215","doi":"10.1520/stp163520200127","title":"Experimental Thermal Resistance Comparison of a Reflective Insulation in Vertical and Horizontal Furred Airspace Orientations Using a Guarded Hot Box","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aerospace engineering; Engineering","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":[0.0004346402,0.000537155,0.000305353,0.0003072388,0.0003149381,0.0003029777,0.000466341,0.0004423709,0.002582928],"category_scores_gemma":[0.0008038503,0.0002654243,0.0002876941,0.0002953652,0.0004998565,0.0003526451,0.0003779653,0.0005236901,0.0004762375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695915,"about_ca_system_score_gemma":0.0001001485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689331,"about_ca_topic_score_gemma":0.0003760316,"domain_scores_codex":[0.9994172,0.00008106054,0.00004398024,0.0001678925,0.000179014,0.0001108729],"domain_scores_gemma":[0.9988635,0.0002940454,0.0001965447,0.0002504489,0.0002839576,0.0001115274],"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":[0.0004216981,0.0001011394,0.001470204,0.00004933181,0.00001543776,0.00008824045,0.0001888189,0.0008631445,0.9943231,0.00007499397,0.00007158466,0.002332359],"study_design_scores_gemma":[0.00002638129,0.00139696,0.01738845,0.000009447659,0.0000282246,0.00012188,0.0001514849,0.002396281,0.9779337,0.00002942243,0.0005039994,0.00001380415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975404,0.00005255544,0.001662344,0.000006086781,0.0000134185,0.000009181952,0.000110641,0.00005717224,0.0005481474],"genre_scores_gemma":[0.9979985,0.00004030986,0.001210767,0.000007354369,0.000003777828,0.00001328292,0.0001256351,0.00002426961,0.0005760192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002582928,"threshold_uncertainty_score":0.008640766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430973762025355,"score_gpt":0.2762151084370777,"score_spread":0.2519053708168242,"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."}}