{"id":"W2008267984","doi":"10.1007/s11242-010-9605-9","title":"Revisiting the Drainage Relative Permeability Measurement by Centrifuge Method Using a Forward–backward Modeling Scheme","year":2010,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Centrifuge; Relative permeability; Capillary action; Approximation error; Rule of thumb; Hydrogeology; Mechanics; Permeability (electromagnetism); Rotational speed; Mathematics; Computer science; Algorithm; Chemistry; Physics; Geology; Geotechnical engineering; Mechanical engineering; Porosity; Thermodynamics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007664622,0.0005937107,0.0005402159,0.0004891465,0.0004946393,0.000566194,0.0009802324,0.0006612675,0.0005822798],"category_scores_gemma":[0.00114838,0.0004078753,0.0005545407,0.0005206838,0.0003917102,0.001099018,0.0004690916,0.0008272795,0.0001949503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447946,"about_ca_system_score_gemma":0.001993143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.020979,"about_ca_topic_score_gemma":0.01340873,"domain_scores_codex":[0.9997227,0.00006781241,0.00002732135,0.00004711774,0.0001151062,0.0000200062],"domain_scores_gemma":[0.9995701,0.0001413729,0.00005124083,0.00006438167,0.0001599409,0.00001306108],"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":[0.0001457719,0.0002186466,0.007865027,0.0002186226,0.00005421242,0.0001280926,0.0002309077,0.6195578,0.2616573,0.01901118,0.0006841453,0.09022834],"study_design_scores_gemma":[0.000006583343,0.00001615357,0.0004997876,0.000003276324,0.00000946648,0.00001125544,0.000006647936,0.9782628,0.02037434,0.0004280094,0.0003708354,0.00001100044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08656856,0.00005282436,0.9113334,0.0001085233,0.0000367613,0.00005389274,0.0001119034,0.0005599784,0.001174133],"genre_scores_gemma":[0.6997123,0.0001402632,0.298296,0.00003807285,0.00001072571,0.0001166323,0.0001418962,0.00008706066,0.00145695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.020979,"threshold_uncertainty_score":0.04171377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890664981895876,"score_gpt":0.2606590584670573,"score_spread":0.2317524086480986,"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."}}