{"id":"W4294343901","doi":"10.1007/s40098-022-00656-6","title":"Behavior of Saturated Soils at Elevated Temperatures: A Review","year":2022,"lang":"en","type":"review","venue":"Indian geotechnical journal","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Soil water; Consolidation (business); Geotechnical engineering; Pore water pressure; Geology; Effective stress; Permeability (electromagnetism); Materials science; Soil science; Chemistry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064469,0.0005056149,0.002104852,0.0003375112,0.000415879,0.0000871067,0.00098984,0.0004590271,0.09447961],"category_scores_gemma":[0.0001886289,0.000356186,0.001000404,0.001017823,0.0001349008,0.0001209645,0.00009784636,0.00254784,0.000332112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007420211,"about_ca_system_score_gemma":0.0004955708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082738,"about_ca_topic_score_gemma":0.0003660764,"domain_scores_codex":[0.9962265,0.0005458739,0.001467641,0.0004114427,0.0007490376,0.0005994524],"domain_scores_gemma":[0.9975283,0.0003919532,0.001113988,0.0004780313,0.00007179053,0.0004159185],"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":[0.00002146943,0.00007070761,0.0002469962,0.01839768,0.0001389634,0.002692789,0.00004434964,0.000004057461,0.000005138549,9.379651e-7,0.01961703,0.9587599],"study_design_scores_gemma":[0.0001238089,0.0001813014,0.0001520079,0.02014396,0.0007539119,0.01008295,0.00001086543,0.000002045874,8.175127e-7,0.000006051698,0.9681378,0.0004044767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002208302,0.9920658,1.469778e-7,0.00007800302,0.000548987,0.0008108884,0.006082671,0.00003932872,0.0001533481],"genre_scores_gemma":[0.00002311041,0.991501,0.00001427124,0.0003865888,0.0002981738,0.00001886804,0.007546717,0.00002394714,0.0001873096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9583554,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07895835039664689,"score_gpt":0.3201660733726244,"score_spread":0.2412077229759775,"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."}}