{"id":"W2767861205","doi":"10.1007/s11771-017-3651-1","title":"Stress dependent permeability and porosity of low-permeability rock","year":2017,"lang":"en","type":"article","venue":"Journal of Central South University","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Porosity; Permeability (electromagnetism); Geotechnical engineering; Exponential function; Power law; Geology; Materials science; Mathematics","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":[0.0002141264,0.00009860251,0.0002417716,0.00004133471,0.000197199,0.00002565408,0.0002849087,0.00007436155,0.00001840237],"category_scores_gemma":[0.00005161215,0.00009738989,0.0001145855,0.00001920924,0.00002872997,0.0002844232,0.000102238,0.0002132069,3.698541e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232857,"about_ca_system_score_gemma":0.00004096043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003780715,"about_ca_topic_score_gemma":0.00003273297,"domain_scores_codex":[0.9992822,0.00002570889,0.0002072478,0.0001004948,0.0001908362,0.0001935377],"domain_scores_gemma":[0.9992082,0.00001467559,0.000214006,0.0002398221,0.0001433955,0.0001799183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008037512,0.000497967,0.7221432,0.001191456,0.0004699009,0.0002073778,0.01030836,0.2253441,0.03219151,0.001017478,0.00007807933,0.0057469],"study_design_scores_gemma":[0.003129564,0.0001947447,0.8517057,0.0002830592,0.0002383236,0.00003898409,0.003707218,0.1029295,0.03645696,0.0005981171,0.0002312767,0.0004864965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899606,0.00006147313,0.009316992,0.00002282106,0.0002707154,0.00005559857,0.00004847283,0.00001039525,0.0002530057],"genre_scores_gemma":[0.9996285,0.00008917385,0.0002045943,0.000001952224,0.00004514548,1.286877e-8,4.94442e-7,0.000005685215,0.00002438114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295626,"threshold_uncertainty_score":0.3971445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009565733632799778,"score_gpt":0.1858116936978231,"score_spread":0.1762459600650233,"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."}}