{"id":"W4232553163","doi":"10.1007/978-1-4020-8819-3_8","title":"Microstructure Investigation in Unsaturated Soils: A Review with Special Attention to Contribution of Mercury Intrusion Porosimetry and Environmental Scanning Electron Microscopy","year":2009,"lang":"en","type":"review","venue":"","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mercury intrusion porosimetry; Microstructure; Porosimetry; Scanning electron microscope; Soil water; Environmental scanning electron microscope; Intrusion; Materials science; Geology; Soil science; Porosity; Metallurgy; Porous medium; Composite material; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006545946,0.001251982,0.001903778,0.003703183,0.0002141592,0.0006327946,0.0009836232,0.0008203685,0.001452307],"category_scores_gemma":[0.0007634272,0.0004727402,0.0004811237,0.003970135,0.0005391905,0.001532255,0.0005329977,0.0006278977,0.001133186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003601476,"about_ca_system_score_gemma":0.00103744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518365,"about_ca_topic_score_gemma":0.003474007,"domain_scores_codex":[0.9997749,0.00002203619,0.00003523221,0.00006396874,0.00008764261,0.00001619828],"domain_scores_gemma":[0.9992889,0.0002529825,0.0001262875,0.00002368522,0.0002799607,0.00002813368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005246365,0.00009933839,0.001147026,0.02701517,0.0001116447,0.0004498369,0.000115105,0.0008136609,0.02835571,0.001229158,0.007675503,0.9329355],"study_design_scores_gemma":[0.00001607015,0.0002864285,0.008613373,0.003772377,0.0004950396,0.005354758,0.0003799673,0.0008569839,0.04103339,0.002241632,0.9368084,0.0001416597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001633032,0.9944429,0.001942008,0.0001401116,0.0001665504,0.00001328414,0.0000705674,0.00002050953,0.00157103],"genre_scores_gemma":[0.003590208,0.9928173,0.002054471,0.00009229202,0.000160853,0.00001225215,0.00007162979,0.000005505778,0.001195457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003703183,"threshold_uncertainty_score":0.004858434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006345942052338032,"score_gpt":0.2399968835489005,"score_spread":0.2336509414965625,"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."}}