{"id":"W7095970614","doi":"","title":"Fire Resistance Of Loadbearing Lsf Assemblies","year":2007,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deformation (meteorology); Fire resistance; Thermal; Transient (computer programming); Heat transfer; Gypsum; Thermal resistance; Steel frame; Cold-formed steel","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451613,0.0003522161,0.0002781315,0.0003284768,0.0002590078,0.0003806349,0.0005956102,0.0005030687,0.001923497],"category_scores_gemma":[0.0005029663,0.0002202199,0.0004024141,0.000102192,0.0004041271,0.0004113961,0.000266451,0.0002387039,0.0004645253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005266223,"about_ca_system_score_gemma":0.0001718789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483129,"about_ca_topic_score_gemma":0.002930625,"domain_scores_codex":[0.9998691,0.00002066682,0.000003607275,0.00002865902,0.00004887814,0.00002915551],"domain_scores_gemma":[0.9999217,0.00002277763,0.00002285928,0.00001444919,0.00001160555,0.000006599822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001225871,0.00005780238,0.003150128,0.00002513766,0.00001267999,0.0004213094,0.0001472607,0.9362429,0.04852572,0.001869207,0.0002212822,0.009203894],"study_design_scores_gemma":[0.000005080471,0.0001086431,0.003796434,0.000005810895,0.000007562317,0.0001667166,0.00003790543,0.9843658,0.01026747,0.0006088509,0.0006167659,0.00001290889],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562092,0.00009721827,0.03506125,0.00003583637,0.00001192965,0.00001582457,0.00008537692,0.0001677333,0.00831563],"genre_scores_gemma":[0.9968894,0.00003584228,0.000758262,0.000004076384,0.000001883527,0.000005172531,0.00003056813,0.00001927514,0.002255456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00483129,"threshold_uncertainty_score":0.009606302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110027039480325,"score_gpt":0.3105242988136309,"score_spread":0.2894240284188276,"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."}}