{"id":"W3040268833","doi":"10.1061/(asce)em.1943-7889.0001840","title":"Permeability Measurement of Granular Porous Materials by a Modified Falling-Head Method","year":2020,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Polytechnique Montréal","funders":"","keywords":"Falling (accident); Porosity; Permeability (electromagnetism); Materials science; Head (geology); Porous medium; Granular material; Composite material; Geology; Chemistry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249969,0.0002505409,0.0006508013,0.0001000074,0.00001934154,0.00002529304,0.0002968361,0.0001441996,0.00002716404],"category_scores_gemma":[0.0002548807,0.0002397737,0.0001959671,0.0002033997,0.00000532576,0.000123338,0.00002855222,0.0003069506,0.000002322562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064855,"about_ca_system_score_gemma":0.00003461278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004533332,"about_ca_topic_score_gemma":3.903341e-7,"domain_scores_codex":[0.9980444,0.00005021677,0.0008811644,0.0001371641,0.0006148808,0.0002721395],"domain_scores_gemma":[0.999135,0.00003888624,0.0001501786,0.0001910328,0.000270463,0.0002144092],"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":[0.00004242433,0.00003160568,0.000002172934,0.0003528827,0.0001176845,0.00001323026,0.0002085405,0.08458018,0.9135371,0.0002938181,0.0002597655,0.0005606331],"study_design_scores_gemma":[0.0008457386,0.0002170849,0.000009400171,0.00009469545,0.0001176316,0.00003697635,0.00002406911,0.2049955,0.7921891,0.0001798963,0.001052006,0.0002378701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2075337,0.001488394,0.7899925,0.00008807644,0.0006389155,0.0001288658,0.00002991396,0.00008820621,0.00001153503],"genre_scores_gemma":[0.9776009,0.0001430724,0.02200506,0.00003185074,0.0001502714,0.000003340079,0.000002902709,0.00006196198,6.429877e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7700672,"threshold_uncertainty_score":0.9777689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252162439810873,"score_gpt":0.2245553238250282,"score_spread":0.1993390798439409,"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."}}