{"id":"W4404329652","doi":"10.1002/fam.3244","title":"Review of the <scp>NRC</scp> Canada studies on fire resistance of floor assemblies: Results, design guidelines and research gaps","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fire resistance; Engineering; Forensic engineering; Environmental science; Civil engineering; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01253737,0.002234946,0.003603459,0.01853671,0.001792747,0.00435752,0.00510089,0.002135784,0.008163859],"category_scores_gemma":[0.02800374,0.001305446,0.002245953,0.02804817,0.002257576,0.002520482,0.001863558,0.001805832,0.002261444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03198956,"about_ca_system_score_gemma":0.1421281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6865167,"about_ca_topic_score_gemma":0.7971139,"domain_scores_codex":[0.9887347,0.001129212,0.001863122,0.0007554249,0.007006405,0.0005110605],"domain_scores_gemma":[0.9360229,0.01304261,0.004279494,0.0009956624,0.04411716,0.001542139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001274186,0.00007887169,0.001171635,0.2004242,0.0003305669,0.0002354872,0.0006563367,0.001037825,0.001122754,0.00449702,0.23143,0.558888],"study_design_scores_gemma":[0.00001385521,0.00008014409,0.005705604,0.1135735,0.0005731299,0.0001329231,0.0004917893,0.0001202183,0.0005782373,0.0004398053,0.8782169,0.00007380699],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003205351,0.9900933,0.0003443223,0.002759614,0.001199984,0.00008279482,0.001031077,0.00003134964,0.004137073],"genre_scores_gemma":[0.002095335,0.9931322,0.0007613641,0.001384014,0.0002659447,0.00007194666,0.0006825243,0.00002592114,0.001580804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3134833,"threshold_uncertainty_score":0.6306589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07737977690235076,"score_gpt":0.3323125735465058,"score_spread":0.254932796644155,"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."}}