{"id":"W2999650112","doi":"10.1088/1742-6596/1425/1/012091","title":"Increase of fire protection and strength of wooden structures by modification in a thin surface layer by nanodispersion composites","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Layer (electronics); Center (category theory); Fire protection; Architectural engineering; Civil engineering; Engineering; Structural engineering; Forensic engineering; Composite material; Materials science; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000770362,0.0002504744,0.0001049787,0.0002704987,0.0001029486,0.0001843968,0.0001147695,0.0002136358,0.001027266],"category_scores_gemma":[0.00009715792,0.0001372709,0.0001984175,0.00009140392,0.0001316162,0.0001523195,0.0001235018,0.0002831349,0.0001866296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009628706,"about_ca_system_score_gemma":0.00005132892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002296691,"about_ca_topic_score_gemma":0.0005823522,"domain_scores_codex":[0.9999548,0.000003455202,0.000002294792,0.00001196551,0.0000155178,0.00001195058],"domain_scores_gemma":[0.9999022,0.0000193374,0.00002717677,0.000009388199,0.00002088659,0.00002099313],"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":[0.00003716505,0.00002057358,0.0001290297,0.00003589571,0.000005521948,0.00002736193,0.00001498401,0.0002559277,0.9976255,0.00007164455,0.00005343377,0.001722921],"study_design_scores_gemma":[0.000007786906,0.0001760797,0.002110759,0.000007285296,0.00001954117,0.0000417523,0.00002596534,0.001999502,0.9945963,0.00003152684,0.0009769155,0.000006536528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959713,0.0006012406,0.001855374,0.00002310702,0.00004472096,0.00000566088,0.0000414833,0.00005243226,0.001404712],"genre_scores_gemma":[0.9975326,0.0002223921,0.001280692,0.0000240012,0.000005957501,0.000006068493,0.00002437591,0.00001133078,0.0008925567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001027266,"threshold_uncertainty_score":0.003436506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123200613950912,"score_gpt":0.2186258989028282,"score_spread":0.2073938927633191,"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."}}