{"id":"W3087696598","doi":"","title":"Structural Fire Design for Composite Steel Deck Construction in Canada","year":2015,"lang":"en","type":"article","venue":"Response of Structures Under Extreme Loading (PROTECT 2015)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Fire protection; Architectural engineering; Engineering; Fire safety; Eurocode; Civil engineering; Construction engineering; Structural engineering","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":[0.0007135811,0.0004857882,0.0001968891,0.0006011568,0.002473508,0.001517651,0.0008163249,0.0004808192,0.004042677],"category_scores_gemma":[0.0008304157,0.0002229359,0.0003641026,0.0007279377,0.001314647,0.0003643482,0.0006830225,0.0005433319,0.0003859232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02009505,"about_ca_system_score_gemma":0.02292293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8293706,"about_ca_topic_score_gemma":0.9594485,"domain_scores_codex":[0.9994757,0.00005517244,0.00001403811,0.00006160826,0.0002805328,0.0001129474],"domain_scores_gemma":[0.9996978,0.00004505668,0.00001821845,0.00001794333,0.00018219,0.00003875976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007895157,0.0003064979,0.02871286,0.0007453061,0.0000484637,0.001028224,0.007996737,0.3693001,0.0661534,0.0726272,0.008971502,0.4433201],"study_design_scores_gemma":[0.0001739173,0.001144916,0.1051299,0.000514445,0.0001687107,0.001106755,0.03185638,0.5213701,0.06447961,0.02121502,0.2525727,0.0002675462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.67483,0.001105625,0.1665579,0.0008947315,0.00006762202,0.0003393405,0.0005432335,0.0004211919,0.1552404],"genre_scores_gemma":[0.9061639,0.0005758461,0.06808603,0.00006038051,0.000003175346,0.0000513634,0.000227251,0.0000542093,0.02477782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706294,"threshold_uncertainty_score":0.3432685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496648817118109,"score_gpt":0.2569081878598747,"score_spread":0.2072433061480638,"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."}}