{"id":"W4402826728","doi":"10.1007/978-3-031-61531-3_15","title":"Chord Shielding Effect in Steel Trusses When Exposed to a Localized Fire","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Chord (peer-to-peer); Truss; Electromagnetic shielding; Structural engineering; Materials science; Forensic engineering; Composite material; Engineering; Computer science; Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004856037,0.001177644,0.001457726,0.001037717,0.00002189409,0.0002059121,0.0004707032,0.001019478,0.0004352147],"category_scores_gemma":[0.0004851105,0.001223036,0.0002393971,0.0002715545,0.00002138137,0.0001186132,0.0001766387,0.001440604,0.0001803814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007176691,"about_ca_system_score_gemma":0.00003168474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003953413,"about_ca_topic_score_gemma":0.0004208324,"domain_scores_codex":[0.9971666,0.00002932935,0.0007984399,0.0007937361,0.000382409,0.0008294434],"domain_scores_gemma":[0.9977787,0.001324022,0.0000496458,0.0006496299,0.00002023915,0.0001777716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007235706,0.000004183604,0.00001340296,0.005164773,0.0002025605,0.0007190133,0.000916874,0.9152882,0.05634953,0.0006171075,0.0002889731,0.02036309],"study_design_scores_gemma":[0.003283591,0.0008134388,0.0000537538,0.03451407,0.000358757,0.00008825588,0.000004448699,0.6444112,0.142402,0.007413357,0.1598894,0.006767788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2949044,0.1236071,0.2122183,0.001937376,0.05516455,0.02419076,0.0008921676,0.0253541,0.2617311],"genre_scores_gemma":[0.9940293,0.0002128209,0.001841929,0.0001675161,0.0009897669,0.0002240251,0.00005470269,0.0009308391,0.001549047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6991249,"threshold_uncertainty_score":0.9990219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117248656683657,"score_gpt":0.2011997165975231,"score_spread":0.1940824679408395,"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."}}