{"id":"W2156158219","doi":"10.1002/fam.880","title":"Thermal properties of lightweight‐framed construction components at elevated temperatures","year":2005,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"FPInnovations","keywords":"Thermal conductivity; Thermal expansion; Thermal; Thermal bridge; Materials science; Thermal mass; Thermal insulation; Composite material; Thermal transmittance; Fire resistance; Gypsum; Structural engineering; Thermal resistance; Engineering; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003520945,0.0003152929,0.0003629593,0.0005653449,0.0002165926,0.0003187867,0.0002669972,0.0001976677,0.0009520598],"category_scores_gemma":[0.0007064995,0.0001972996,0.0002024181,0.000569349,0.0003402825,0.0002652379,0.0002302679,0.0003102355,0.000352032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149752,"about_ca_system_score_gemma":0.0001695318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609028,"about_ca_topic_score_gemma":0.00166159,"domain_scores_codex":[0.999588,0.00002824437,0.00001715742,0.00004624461,0.0002649967,0.00005539138],"domain_scores_gemma":[0.9996038,0.00009453448,0.0001071545,0.00003989146,0.0001223632,0.00003226567],"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":[0.0003474196,0.00002679477,0.006385169,0.00006223629,0.00001629354,0.000182787,0.0003488404,0.004559582,0.9789279,0.0001265375,0.0001074963,0.008908938],"study_design_scores_gemma":[0.00001685831,0.0005758032,0.1115911,0.00002231801,0.00005731402,0.0003381079,0.0002290987,0.007631616,0.8777368,0.00009812407,0.00166017,0.00004263049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982344,0.0001103864,0.001047732,0.000003956558,0.000002932633,0.000004025835,0.00008058423,0.00004299785,0.0004729117],"genre_scores_gemma":[0.9990538,0.00003993976,0.0003962473,0.000002670871,0.000001033668,0.000003969224,0.0001216685,0.0000135643,0.0003670101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001609028,"threshold_uncertainty_score":0.003199339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238579740617617,"score_gpt":0.1746017065176894,"score_spread":0.1622159091115132,"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."}}