{"id":"W7081930075","doi":"10.36487/acg_repo/2515_45","title":"Dam breach analysis of a closed facility using the Material Point Method","year":2025,"lang":"en","type":"article","venue":"Mine closure","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Dam failure; Point (geometry); Tailings dam; Probabilistic logic; Closure (psychology); Failure mode and effects analysis; Residual","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008092919,0.0001038265,0.0002717818,0.00008626206,0.00008895434,0.00004304898,0.0006192431,0.00007229664,0.00007498864],"category_scores_gemma":[0.0001326237,0.00007145715,0.0001640408,0.001216678,0.00004730272,0.0000561097,0.0003036837,0.00008876835,8.889605e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001927658,"about_ca_system_score_gemma":0.00004836191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450945,"about_ca_topic_score_gemma":0.00001823578,"domain_scores_codex":[0.9989816,0.0001686326,0.0002610467,0.000290663,0.0001344631,0.0001635739],"domain_scores_gemma":[0.9989477,0.0000984412,0.0001005492,0.0007035783,0.0001269502,0.00002276591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002046156,0.0006530514,0.2058246,0.0007120609,0.005282967,0.00006007374,0.007086395,0.04793972,0.6813693,0.02386571,0.005642329,0.02135917],"study_design_scores_gemma":[0.0008250254,0.00006766156,0.1546737,0.00005094693,0.001398684,0.0000219419,0.0004658474,0.4921933,0.3213435,0.00931074,0.01917961,0.0004691745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650584,0.00003868882,0.3439996,0.002595147,0.0001504502,0.00008676539,0.00003722658,0.00003606086,0.002472101],"genre_scores_gemma":[0.9769266,5.996409e-7,0.02208502,0.0001316621,0.00002073127,0.000003969578,0.0000189858,5.766651e-7,0.0008118919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4442536,"threshold_uncertainty_score":0.2913938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963118398578089,"score_gpt":0.2881335757570114,"score_spread":0.2685023917712305,"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."}}