{"id":"W4406159235","doi":"10.1139/cgj-2024-0325","title":"Assessing compressibility and hydraulic conductivity relationships of oil sands tailings derived from a combined constant-pressure filtration and incremental cake compression test","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance","keywords":"Compressibility; Geotechnical engineering; Hydraulic conductivity; Tailings; Compression (physics); Oil sands; Filtration (mathematics); Geology; Compression test; Constant (computer programming); Petroleum engineering; Materials science; Engineering; Composite material; Soil science; Soil water; Metallurgy; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000496382,0.0003376854,0.0002826745,0.001530871,0.0002704464,0.0004725278,0.0004450033,0.0004823628,0.0007857105],"category_scores_gemma":[0.001354807,0.0002428938,0.0002391992,0.001070037,0.0004087538,0.0004740486,0.000335252,0.0003579081,0.0001826823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951197,"about_ca_system_score_gemma":0.0004250817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008977645,"about_ca_topic_score_gemma":0.02303315,"domain_scores_codex":[0.9995134,0.00002086157,0.00003821175,0.0000703189,0.0003186988,0.00003840633],"domain_scores_gemma":[0.9992473,0.0002213555,0.0001371182,0.00005039844,0.0002902399,0.0000535804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002931582,0.00007366859,0.05401035,0.0001509044,0.00002823843,0.0002652048,0.0002434487,0.002530346,0.9147822,0.00016194,0.000119566,0.02734105],"study_design_scores_gemma":[0.00001480978,0.0004802973,0.3151459,0.00001946151,0.00005803036,0.0003981539,0.000441781,0.02104683,0.661379,0.0001220644,0.0008431173,0.00005066931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937493,0.0001032644,0.005257288,0.000009975999,0.000003285321,0.00002090673,0.0002027727,0.00005288508,0.0006003696],"genre_scores_gemma":[0.9964509,0.00008760165,0.002871318,0.000008670703,0.000002161328,0.00001615326,0.0001847579,0.000007977945,0.0003703771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008977645,"threshold_uncertainty_score":0.01785082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560659199268429,"score_gpt":0.2269830641259371,"score_spread":0.2113764721332528,"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."}}