{"id":"W2063840925","doi":"10.1111/j.1365-2389.2007.01019.x","title":"Dual‐porosity modelling of the pore structure and transport properties of a contaminated soil","year":2008,"lang":"en","type":"article","venue":"European Journal of Soil Science","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"European Commission","keywords":"Fractal dimension; Fractal; Porosity; Percolation threshold; Porosimetry; Mineralogy; Materials science; Geometry; Chemistry; Porous medium; Composite material; Mathematics; Physics; Mathematical analysis","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":[0.0004380773,0.00009314127,0.0001716991,0.00007357535,0.0001112892,0.000008563694,0.0002875933,0.00001672638,0.000002271959],"category_scores_gemma":[0.00002030706,0.00005480074,0.00005055359,0.00033975,0.0005906075,0.0002347456,0.00002211942,0.0002235683,1.744378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001408208,"about_ca_system_score_gemma":0.00007880651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352259,"about_ca_topic_score_gemma":0.000004339446,"domain_scores_codex":[0.9990519,0.00003800062,0.0003457709,0.00008070528,0.0003435522,0.0001400251],"domain_scores_gemma":[0.9994262,0.000006903592,0.0001572567,0.0001176418,0.0002224748,0.00006954644],"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":[0.00004984115,0.00002727423,0.008626251,0.0001072495,0.00003264933,0.0001372588,0.008860441,0.488382,0.4915152,0.00002418567,0.00003478921,0.002202843],"study_design_scores_gemma":[0.0008581337,0.0001621977,0.2065406,0.0005648087,0.00004713237,0.001129996,0.0004762129,0.07646978,0.7134507,0.00003112539,0.0000476561,0.0002216342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981527,0.000575483,0.0004154032,0.00002410129,0.0001833797,0.00003166134,0.000004284558,0.00001096996,0.0006020094],"genre_scores_gemma":[0.9996118,0.0001272464,0.0001819647,0.000009913354,0.00003215694,4.318227e-8,1.288201e-7,0.00001035427,0.00002637227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4119122,"threshold_uncertainty_score":0.223471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035833389791349,"score_gpt":0.1658389861667753,"score_spread":0.1454806522688618,"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."}}