{"id":"W4414779657","doi":"10.1007/978-3-031-96763-4_1","title":"Structural Stability of Gravity Dams: Comparisons of Performance Indicators","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Strength reduction; Cohesion (chemistry); Gravity dam; Stability (learning theory); Cracking; Reduction (mathematics); Finite element method","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"],"consensus_categories":[],"category_scores_codex":[0.0001984793,0.000577897,0.001042934,0.000712239,0.00001988152,0.000008593403,0.0003951538,0.000545206,0.00008704213],"category_scores_gemma":[0.0001141271,0.0006217367,0.0002078846,0.0002846034,0.00007821123,0.00006831976,0.00009309072,0.001160571,0.000001395746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176665,"about_ca_system_score_gemma":0.00005825147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001515758,"about_ca_topic_score_gemma":0.0001200151,"domain_scores_codex":[0.99816,0.000007734117,0.0008231132,0.0003247666,0.0003056793,0.0003787274],"domain_scores_gemma":[0.9988,0.0003168128,0.0001199716,0.0006331459,0.00005152602,0.00007850621],"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":[0.00001130262,0.000007762928,0.002002084,0.00350962,0.000148223,0.000002737748,0.0002002977,0.9861314,0.0007862081,0.001573083,0.00002465448,0.005602655],"study_design_scores_gemma":[0.001007961,0.0001436317,0.01270248,0.004721858,0.0002378143,0.00001202405,0.00000561755,0.9270813,0.04014692,0.0008740562,0.01092358,0.002142768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2308996,0.01717796,0.5768405,0.00005822901,0.00686155,0.002277046,0.001603071,0.002542593,0.1617395],"genre_scores_gemma":[0.997525,0.000194032,0.001941458,0.00000285301,0.00006715092,0.000008954488,0.00006063831,0.00009284208,0.0001070938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7666254,"threshold_uncertainty_score":0.9996234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008291692395431633,"score_gpt":0.2043661253306055,"score_spread":0.1960744329351739,"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."}}