{"id":"W4242525912","doi":"10.1002/1099-1018(200101/02)25:1<21::aid-fam754>3.3.co;2-5","title":"Fire resistance of timber decking for heavy timber construction","year":2001,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire resistance; Roof; Deck; Engineering; Forensic engineering; Resistance (ecology); Cross laminated timber; Architectural engineering; Civil engineering; Structural engineering; Ecology","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":[0.0002093331,0.0001501577,0.0003329026,0.00002550078,0.00004991698,0.00005450483,0.00005954367,0.0001063318,0.0003300855],"category_scores_gemma":[0.00004581716,0.0001468831,0.00003147346,0.00005267858,0.000048257,0.0001222009,0.00002021903,0.00002219274,0.00001726765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001896716,"about_ca_system_score_gemma":0.000008189932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072137,"about_ca_topic_score_gemma":0.000005796021,"domain_scores_codex":[0.999226,0.00003003399,0.0003110071,0.0001542872,0.00007410791,0.000204615],"domain_scores_gemma":[0.9995993,0.00008999254,0.00006734816,0.0001626021,0.00004019234,0.00004053118],"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":[0.0003798781,0.000009775966,0.0001719697,0.001709515,0.00009472539,0.00001127163,0.0002375812,0.0001174611,0.9769678,0.0009684056,0.01419771,0.005133964],"study_design_scores_gemma":[0.0007841383,0.00006686435,0.0008883735,0.0003367296,0.0000522031,0.00004075375,0.00002290063,0.0007158558,0.9364599,0.000772938,0.0595186,0.0003407668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965236,0.0003325666,0.0005174448,0.0000467765,0.001119451,0.0003339266,0.0001295524,0.0001476773,0.00084897],"genre_scores_gemma":[0.9947478,0.0001846471,0.00428517,0.0000284184,0.0002457856,0.00005981174,0.00003307341,0.00004049944,0.000374806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04532089,"threshold_uncertainty_score":0.5989718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008016911308116128,"score_gpt":0.2126566363724079,"score_spread":0.2046397250642918,"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."}}