{"id":"W7117566057","doi":"10.22337/2587-9618-2025-21-4-73-82","title":"AN EXPERIMENTAL INVESTIGATION OF THE THERMOMECHANICAL PERFORMANCE OF WOOD STRUCTURES ASSEMBLED WITH DENSIFIED WOODEN DOWELS UNDER FIRE EXPOSURE","year":2025,"lang":"ru","type":"article","venue":"International Journal for Computational Civil and Structural Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Charring; Dowel; Fire performance; Engineered wood; Fire resistance; Deformation (meteorology); Thermal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009512951,0.0002485926,0.0002674307,0.0001386469,0.0001395792,0.0001073442,0.0003095987,0.00009765811,0.00001670415],"category_scores_gemma":[0.00001547135,0.000167358,0.0001093278,0.0001286969,0.00005781581,0.0003303365,0.00004880239,0.0002246984,9.250038e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021476,"about_ca_system_score_gemma":0.00009720805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001404728,"about_ca_topic_score_gemma":0.000007259604,"domain_scores_codex":[0.9987625,0.00003069524,0.0004669855,0.0001649988,0.0004132961,0.0001615367],"domain_scores_gemma":[0.9991847,0.0001331474,0.00017883,0.00009710548,0.0003434586,0.00006274245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003015963,0.00001324728,0.002960637,0.0001468449,0.0007562143,0.000001497871,0.0006836305,0.9571345,0.03083103,0.006008166,0.00001327231,0.001149323],"study_design_scores_gemma":[0.002202082,0.0004766468,0.1164398,0.0006209856,0.0001262493,0.0001351146,0.0003095056,0.8125822,0.06188085,0.004964548,0.000008682705,0.0002533786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929011,0.001292931,0.004245578,0.0001996567,0.001054902,0.0002183031,0.00003970741,0.00002108585,0.00002676546],"genre_scores_gemma":[0.997857,0.0000267534,0.001847634,0.00002923106,0.0001560418,0.000009019116,0.0000253858,0.00002254212,0.00002640129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1445524,"threshold_uncertainty_score":0.6824663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077304863528623,"score_gpt":0.2400916807180185,"score_spread":0.2293186320827323,"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."}}