{"id":"W2120462981","doi":"10.1139/l04-062","title":"Une modélisation théorique nouvelle de la rupture par submersion d'une digue en terre et sa validation","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geotechnical engineering; Erosion; Hydraulics; Dam failure; Geomorphology; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004788853,0.0002134956,0.0002232365,0.0003547169,0.00005516601,0.00007457013,0.0001885047,0.0001948829,0.00002314865],"category_scores_gemma":[0.0001022729,0.0002306368,0.0001035224,0.0003504017,0.00001786545,0.0003270575,0.000006256274,0.0005635022,0.000004581731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982672,"about_ca_system_score_gemma":0.0003055579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534709,"about_ca_topic_score_gemma":0.01037077,"domain_scores_codex":[0.9990278,0.00002802765,0.0003227284,0.00009947861,0.0001549368,0.0003670233],"domain_scores_gemma":[0.9992326,0.00006754859,0.00005203508,0.0001472988,0.00005427604,0.0004462806],"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":[0.000002365469,0.000004922247,0.0002137564,0.00006303668,0.00004237301,0.0000892747,0.002375878,0.9901364,0.005633393,0.0005300238,0.000519146,0.0003894468],"study_design_scores_gemma":[0.006578651,0.0004658491,0.1373691,0.003689446,0.0003593951,0.003430991,0.001985499,0.6834847,0.05908732,0.00493468,0.09494783,0.003666516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.440929,0.0006991224,0.5524843,0.0008232571,0.001153775,0.0001235383,0.00002401881,0.0001794382,0.003583611],"genre_scores_gemma":[0.9978663,0.000103861,0.001627404,0.00002711773,0.0002643246,0.000003764883,0.00001681489,0.00006783005,0.00002254843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5569373,"threshold_uncertainty_score":0.9405098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003789649939922852,"score_gpt":0.181807787311049,"score_spread":0.1780181373711261,"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."}}