{"id":"W4381588181","doi":"10.5281/zenodo.8066473","title":"A HYBRID STRENGTHENING SYSTEM USING CFRP AND FE-SMA FOR SEISMICALLY DEFICIENT RC COLUMNS","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"SMA*; Structural engineering; Materials science; Reinforced concrete; Composite material; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001207955,0.0003797531,0.0001683154,0.0004603765,0.0001742626,0.0001836716,0.0003269612,0.0002303602,0.001415065],"category_scores_gemma":[0.0001210394,0.0001237513,0.0001315787,0.0001716827,0.0001667885,0.0002687992,0.0002836696,0.0001396648,0.000451087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009505936,"about_ca_system_score_gemma":0.0001456333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504211,"about_ca_topic_score_gemma":0.001503148,"domain_scores_codex":[0.9998745,0.00001558939,0.000005797271,0.0000266964,0.00005586094,0.00002152407],"domain_scores_gemma":[0.9999185,0.000007368292,0.0000225476,0.00001624888,0.00002272136,0.00001266957],"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":[0.0001201327,0.00005369302,0.0008406711,0.00006864489,0.00001321976,0.0001032151,0.00003243127,0.004357983,0.9663208,0.0003794286,0.0001584641,0.02755141],"study_design_scores_gemma":[0.00003227847,0.001290767,0.009220382,0.00002406041,0.00005991351,0.0005789043,0.0000733111,0.03571486,0.9453448,0.0001702674,0.007469887,0.00002053927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221275,0.0004803539,0.07019742,0.00005095852,0.00003933025,0.00005905145,0.000101007,0.0005392468,0.006405092],"genre_scores_gemma":[0.9804438,0.0001111263,0.01714202,0.00001492739,0.000008799303,0.0000168478,0.00006623709,0.00001921365,0.002176998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001415065,"threshold_uncertainty_score":0.00473392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429138127169817,"score_gpt":0.2401808739428336,"score_spread":0.2058894926711354,"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."}}