{"id":"W2014386915","doi":"10.1007/s10694-014-0407-4","title":"Experimental Study of Combustible and Non-combustible Construction in a Natural Fire","year":2014,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Combustibility; Charring; Bedroom; Engineering; Fire protection; Environmental science; Forensic engineering; Waste management; Combustion; Civil engineering; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00035719,0.0002503936,0.0002238018,0.0003488852,0.0007628055,0.0002663859,0.0005540895,0.0004073729,0.002654382],"category_scores_gemma":[0.0006840132,0.0002064975,0.0002793297,0.0002335842,0.001006948,0.000347852,0.0004129997,0.000394933,0.0001294025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312614,"about_ca_system_score_gemma":0.0004384003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886108,"about_ca_topic_score_gemma":0.002017121,"domain_scores_codex":[0.9998148,0.00003062995,0.000009949915,0.00003474617,0.00005580447,0.00005414798],"domain_scores_gemma":[0.9994413,0.0002477115,0.00005738224,0.0001101912,0.00007111296,0.00007223296],"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":[0.007216547,0.004834252,0.01537866,0.0001328125,0.00003412726,0.0004034828,0.0009122892,0.007688941,0.9527733,0.003246417,0.0001116674,0.007267583],"study_design_scores_gemma":[0.0004765794,0.02011869,0.1020336,0.00002803188,0.0001226332,0.0005307028,0.001768298,0.04251884,0.8284665,0.001392207,0.002474704,0.00006913809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999184,0.00001249209,0.0003590033,0.000003986996,0.000002665995,0.000007754754,0.00002226217,0.000003436652,0.0004044667],"genre_scores_gemma":[0.99876,0.00002246735,0.000507021,0.00000260132,0.000001530934,0.000009639643,0.00003235875,0.000003726798,0.0006606195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002654382,"threshold_uncertainty_score":0.008879781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004984923827532589,"score_gpt":0.2284814548326868,"score_spread":0.2234965310051542,"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."}}