{"id":"W4281290858","doi":"10.1007/978-981-19-1004-3_41","title":"Mechanical Properties of FRCM at High Temperatures","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Materials science; Composite material; Stiffness; Ultimate tensile strength; Epoxy; Fibre-reinforced plastic; Composite number; Cementitious; Polymer; Cement","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008159941,0.0005182369,0.000724545,0.0002905451,0.00004766777,0.00001788634,0.0003165255,0.0003560397,0.003250221],"category_scores_gemma":[0.00006194443,0.0004669543,0.000251487,0.0001263194,0.00002676717,0.00005837258,0.0001694919,0.001025919,0.000005835264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325114,"about_ca_system_score_gemma":0.0000156741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003051237,"about_ca_topic_score_gemma":0.0002438164,"domain_scores_codex":[0.998547,0.00000988859,0.0004537474,0.0003401763,0.0003357596,0.0003134566],"domain_scores_gemma":[0.9993572,0.00009589109,0.00006145328,0.0003934281,0.00002732019,0.00006474688],"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":[0.00001947626,0.000001694969,0.000003887494,0.000676199,0.0002836214,0.00004664707,0.0001347081,0.9437115,0.04564433,0.008343411,0.0000403082,0.001094205],"study_design_scores_gemma":[0.00163681,0.0003659444,0.00008448011,0.003249194,0.001035014,0.0002615544,0.00001157648,0.4556573,0.3192793,0.009574222,0.2023873,0.006457369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5125374,0.1919422,0.02308273,0.00148815,0.01921395,0.005368229,0.001675228,0.008369406,0.2363228],"genre_scores_gemma":[0.9968957,0.0004300364,0.0003591652,0.00002721495,0.0002290955,0.00002504786,0.00006102395,0.0001328944,0.001839857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4880542,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007053518003361875,"score_gpt":0.1650701490000649,"score_spread":0.158016630996703,"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."}}