{"id":"W2014896872","doi":"10.1139/l02-094","title":"Observation et prédiction d'une brèche de rupture dans une digue submergée","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Erosion; Geotechnical engineering; Geomorphology; Forensic engineering; Engineering","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":[0.0002586266,0.0002191761,0.0002377178,0.0003350894,0.00005694198,0.00006388796,0.0002051146,0.0001442792,0.00008006435],"category_scores_gemma":[0.00008275978,0.000244266,0.0001136033,0.0005634171,0.00001588037,0.0003488168,0.0000043464,0.0005508465,0.00000904646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302122,"about_ca_system_score_gemma":0.00007769145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008258694,"about_ca_topic_score_gemma":0.03230836,"domain_scores_codex":[0.9988828,0.0000133188,0.0003788821,0.00009683605,0.0001644955,0.0004637015],"domain_scores_gemma":[0.999107,0.00003621625,0.00005369723,0.0001723383,0.00007345926,0.0005572656],"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":[0.000001005281,0.000004721082,0.001105613,0.00006457941,0.00006200274,0.0001070512,0.001323122,0.9857934,0.004045087,0.0003654592,0.006120286,0.001007718],"study_design_scores_gemma":[0.0006104244,0.00007378776,0.06224772,0.0003742938,0.00007037148,0.0006866143,0.0001420553,0.8281401,0.001174186,0.0001096386,0.1057741,0.0005966513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4051576,0.004615339,0.5703626,0.001741631,0.004009482,0.0002102903,0.0000545936,0.0005370008,0.01331148],"genre_scores_gemma":[0.9979889,0.0001496261,0.001213015,0.00006383674,0.000321601,0.000004129153,0.000007019327,0.00007780318,0.0001741065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5928313,"threshold_uncertainty_score":0.9960878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113218881860634,"score_gpt":0.1707790729223548,"score_spread":0.1596468841037484,"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."}}