{"id":"W4402651417","doi":"10.1051/e3sconf/202456919004","title":"Integration of geosynthetics in reclaiming an oil sands tailings pond","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); Wave Control Systems (Canada); Workers Compensation Board of Alberta","funders":"","keywords":"Tailings; Geosynthetics; Oil sands; Geology; Mining engineering; Environmental science; Geotechnical engineering; Archaeology; Geography; Asphalt; Metallurgy; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639518,0.0003337964,0.000211629,0.0005018698,0.0003968675,0.0004693189,0.0003531077,0.0003081118,0.002374728],"category_scores_gemma":[0.0003791235,0.0001715586,0.0002560592,0.0003793696,0.0002771092,0.0003716587,0.0006329034,0.0002974371,0.0005988431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545865,"about_ca_system_score_gemma":0.0006910178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320871,"about_ca_topic_score_gemma":0.01481757,"domain_scores_codex":[0.9996625,0.00002706614,0.00001481236,0.00003808894,0.0001881994,0.00006942689],"domain_scores_gemma":[0.9997885,0.00002417167,0.00002825141,0.00003540822,0.00007496857,0.00004871729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001494207,0.0007122239,0.03938444,0.0005658541,0.00004499767,0.003255674,0.000887569,0.04029499,0.6956581,0.002161423,0.002700712,0.2128397],"study_design_scores_gemma":[0.0001091333,0.004997336,0.1113256,0.0001034577,0.0001092188,0.00152875,0.00142465,0.02910529,0.7869446,0.0007894137,0.06348546,0.00007709637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833968,0.00007347698,0.006290084,0.00003997675,0.00002550512,0.0001177396,0.0001690269,0.0004427879,0.009444471],"genre_scores_gemma":[0.9849764,0.00007298426,0.008828474,0.00001724576,0.000004477019,0.00002792821,0.000191981,0.00005631354,0.00582434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003320871,"threshold_uncertainty_score":0.007944286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324654038721862,"score_gpt":0.2682566819389766,"score_spread":0.2450101415517579,"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."}}