{"id":"W4409795058","doi":"10.61091/jcmcc127b-482","title":"Numerical study on the stability of reservoir dams by water flow under complex boundary conditions","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Stability (learning theory); Petroleum engineering; Environmental science; Boundary (topology); Geology; Mechanics; Computer science; Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053792,0.0004320387,0.000818125,0.001240907,0.0008543729,0.001167266,0.0008770578,0.0016583,0.003734326],"category_scores_gemma":[0.003777381,0.0003984038,0.0005920615,0.0007714924,0.001818741,0.001035159,0.0008925756,0.0009168875,0.000146588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008968222,"about_ca_system_score_gemma":0.0007975214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500462,"about_ca_topic_score_gemma":0.006522716,"domain_scores_codex":[0.9998197,0.00006224583,0.000008911965,0.00002953286,0.00002902324,0.00005050831],"domain_scores_gemma":[0.9977501,0.001522139,0.00023049,0.0000874014,0.0002423932,0.0001674225],"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":[0.00009051137,0.00007648603,0.00216631,0.00004211916,0.00002334072,0.0001448408,0.00006268559,0.9864802,0.001396547,0.007473134,0.0003419741,0.001701936],"study_design_scores_gemma":[0.000008778381,0.00001468617,0.0002737868,0.000003777724,0.000004354367,0.000006852753,0.00002463329,0.9987139,0.0001727936,0.0007120498,0.00005930232,0.000005179932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525998,0.0004308817,0.02813825,0.0006664614,0.00009626371,0.00004691402,0.0003048656,0.0001854578,0.0175312],"genre_scores_gemma":[0.9967975,0.00006183691,0.002029568,0.0000293551,0.00001063636,0.00001238423,0.00004465957,0.00001863164,0.000995438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500462,"threshold_uncertainty_score":0.02983457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845195450656545,"score_gpt":0.2626910062498005,"score_spread":0.2442390517432351,"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."}}