{"id":"W2892172416","doi":"10.1193/012418eqs024m","title":"On the Seismic Fragility Assessment of Concrete Gravity Dams in Eastern Canada","year":2018,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fragility; Ground motion; Probabilistic logic; Seismic hazard; Hazard; Conditional probability; Geology; Gravity dam; Seismology; Engineering; Statistics; Mathematics; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002126014,0.0001123061,0.0001781279,0.00004500148,0.00004037266,0.00001106422,0.0001559448,0.00003192838,0.0002819844],"category_scores_gemma":[0.0000101842,0.00008530678,0.00004586468,0.0002265167,0.00006047164,0.0000446449,0.00001324206,0.0002028093,0.0000200967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008972511,"about_ca_system_score_gemma":0.00009496914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0782368,"about_ca_topic_score_gemma":0.1891428,"domain_scores_codex":[0.9992051,0.00002980012,0.0002033765,0.0001288301,0.0002157217,0.0002172082],"domain_scores_gemma":[0.9995415,0.00005478352,0.00003066972,0.0003130641,0.00002143238,0.00003851098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001532393,0.0001624976,0.6266482,0.0005227514,0.001412501,0.0002069658,0.006184368,0.2091128,0.01813547,0.01384864,0.03102186,0.09259077],"study_design_scores_gemma":[0.0002944402,0.00007801233,0.4605593,0.00004986642,0.00001616626,0.000001824495,0.0002221397,0.525687,0.009171996,0.0004180809,0.003298389,0.0002027217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906938,0.00002676698,0.000521254,0.0002406685,0.0001602263,0.00007543395,0.00001567364,0.0000264381,0.008239708],"genre_scores_gemma":[0.9994443,0.00001001866,0.00004592138,0.000307045,0.0000850067,0.000004266345,0.00000473376,0.000009540751,0.00008914037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165742,"threshold_uncertainty_score":0.9279013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008566465715165884,"score_gpt":0.2301145583093234,"score_spread":0.2215480925941575,"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."}}