{"id":"W2064284369","doi":"10.1002/fam.772","title":"Thoughts and observations on fire‐endurance tests of wood‐frame assemblies protected by gypsum board","year":2001,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gypsum; Engineering; Fire resistance; Fire test; Frame (networking); Forensic engineering; On board; Civil engineering; Mechanical engineering; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001589017,0.0002234074,0.0004057315,0.0000368428,0.00006530132,0.0001118268,0.00009182043,0.0001457578,0.00006112125],"category_scores_gemma":[0.0001069335,0.0002013291,0.00001944339,0.0001129309,0.00004960368,0.0001800685,0.00003659299,0.00005439106,0.0000120011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434833,"about_ca_system_score_gemma":0.000007535827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008650145,"about_ca_topic_score_gemma":0.000007065108,"domain_scores_codex":[0.999041,0.00006862252,0.0003239641,0.0002117172,0.0001203159,0.0002343819],"domain_scores_gemma":[0.9994681,0.0001319802,0.00007894987,0.000223971,0.00003484633,0.00006215178],"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":[0.00004031088,0.00001119146,0.0001236308,0.0003343454,0.00002912149,0.000005287202,0.0001295569,0.00001029488,0.9937122,0.0000643979,0.004338164,0.001201513],"study_design_scores_gemma":[0.0005803559,0.0001873713,0.02842563,0.0003463337,0.00003012058,0.00001358324,0.00001855187,0.0002725265,0.9557089,0.0002094893,0.01384022,0.0003669119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977454,0.0003983518,0.00001947206,0.0001416648,0.0005090327,0.0005137729,0.0002256816,0.000254076,0.0001925635],"genre_scores_gemma":[0.998419,0.0004588921,0.0005025152,0.00006429404,0.0001707125,0.0001168673,0.0000421605,0.00004295667,0.000182641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03800329,"threshold_uncertainty_score":0.8209963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424596689242711,"score_gpt":0.2203964286295495,"score_spread":0.2061504617371224,"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."}}