{"id":"W3046298176","doi":"10.3389/fbuil.2020.00107","title":"NHERI Lehigh Experimental Facility With Large-Scale Multi-Directional Hybrid Simulation Testing Capabilities","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; San Francisco State University; Tongji University; Lehigh University; National Science Foundation","keywords":"Testbed; Engineering; Damper; Structural engineering; Natural hazard; Civil engineering; Aerospace engineering; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002246171,0.0006895034,0.0005382398,0.0005008467,0.0009408421,0.0008542397,0.001744421,0.0005472802,0.03582808],"category_scores_gemma":[0.001923288,0.0004036747,0.0005085762,0.0004408539,0.000753756,0.001306373,0.00221605,0.001746109,0.005550525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009675776,"about_ca_system_score_gemma":0.001987785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141499,"about_ca_topic_score_gemma":0.01211411,"domain_scores_codex":[0.9989696,0.0001374816,0.00002831444,0.0001585349,0.0005488351,0.0001571901],"domain_scores_gemma":[0.9981857,0.0004620156,0.00008603494,0.0004947764,0.0004990884,0.0002724587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004355332,0.001992199,0.02597488,0.0007997279,0.0002127993,0.001314711,0.0007573903,0.1916196,0.2057018,0.06471377,0.361916,0.1406418],"study_design_scores_gemma":[0.001220645,0.001859276,0.007393032,0.0001092135,0.00007690888,0.000272757,0.0003114691,0.6273572,0.0858859,0.01075705,0.2645395,0.0002169922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1962614,0.0004434528,0.5172092,0.00219106,0.001367001,0.002042386,0.03666376,0.06397636,0.1798455],"genre_scores_gemma":[0.7057568,0.0003032585,0.218001,0.0003904398,0.0001151326,0.002743831,0.0346743,0.00423835,0.03377704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03582808,"threshold_uncertainty_score":0.1198569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238682290726393,"score_gpt":0.2062337377660886,"score_spread":0.1838469148588246,"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."}}