{"id":"W4404461604","doi":"10.36487/acg_repo/2415_61","title":"Design constraints of a closure design basis and cover options assessment for a gold mine tailings facility in the Canadian Shield","year":2024,"lang":"en","type":"article","venue":"Mine closure","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closure (psychology); Shield; Cover (algebra); Tailings; Mining engineering; Engineering; Computer science; Geology; Environmental science; Mechanical engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009050396,0.001027137,0.0005157607,0.00206984,0.003352466,0.003481748,0.001935139,0.00164713,0.005341979],"category_scores_gemma":[0.007866764,0.0008218333,0.0009849787,0.0009914543,0.001944065,0.001205408,0.002027088,0.001091492,0.0005008409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02031953,"about_ca_system_score_gemma":0.02918167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2122938,"about_ca_topic_score_gemma":0.3948928,"domain_scores_codex":[0.991983,0.001805419,0.0002589888,0.0003212182,0.004021811,0.001609564],"domain_scores_gemma":[0.9943662,0.001735431,0.0003905237,0.000370864,0.002365383,0.0007715966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001127583,0.0007332964,0.02570254,0.001096313,0.00006592908,0.001834301,0.005716324,0.6855398,0.03946765,0.04189672,0.006985482,0.1898341],"study_design_scores_gemma":[0.0006126672,0.007284003,0.08292233,0.001524478,0.0002529292,0.001184011,0.03583017,0.6435929,0.04487294,0.02523936,0.1558565,0.0008277749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530069,0.0004036565,0.1375345,0.001393861,0.00006604756,0.005683319,0.001253656,0.0004713778,0.1001867],"genre_scores_gemma":[0.8551779,0.0002310002,0.1292384,0.0001409682,0.000007427981,0.0017581,0.000588908,0.00009621937,0.01276105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7877063,"threshold_uncertainty_score":0.4221161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600866576731318,"score_gpt":0.2454170161085607,"score_spread":0.2094083503412476,"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."}}