{"id":"W4294794371","doi":"10.3390/geotechnics2030036","title":"Influence of Saline Pore Fluid on Soil Behavior during Evaporation","year":2022,"lang":"en","type":"article","venue":"Geotechnics","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Suction; Flux (metallurgy); Evaporation; Animal science; Saline; Chemistry; Materials science; Soil science; Mineralogy; Geology; Metallurgy; Thermodynamics","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":[0.00007965983,0.00009207679,0.0000982829,0.00009210536,0.00007662204,0.000005521811,0.000126613,0.00005894164,0.00003131951],"category_scores_gemma":[0.00001004004,0.0001020874,0.00003385784,0.0002773161,0.00001219706,0.00005796305,0.00004553237,0.0002607851,0.00000645992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007106641,"about_ca_system_score_gemma":0.00001287908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001104847,"about_ca_topic_score_gemma":0.000003309924,"domain_scores_codex":[0.9993905,0.000009864884,0.000157892,0.0001050375,0.0002013559,0.0001353065],"domain_scores_gemma":[0.9996846,0.000008652059,0.00003266529,0.0002175819,0.00003046572,0.00002608408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001042148,0.00002174061,0.00004701921,0.00002161826,0.000004572767,0.0000140108,0.00005281216,0.8830625,0.1154507,0.00007110088,0.0002762063,0.0009673411],"study_design_scores_gemma":[0.001594318,0.0005679005,0.0436895,0.0000939441,0.0001215461,0.0001217953,0.0003564151,0.2288831,0.7103046,0.0002755621,0.01289125,0.001100015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990422,0.00009855127,0.00004478553,0.00004481269,0.00009968461,0.0001049046,0.00003337932,0.0003447569,0.0001868911],"genre_scores_gemma":[0.9996635,0.00002420051,0.00004090617,0.00002677387,0.00002755431,0.00006076751,0.00005502412,0.0000227316,0.0000785948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6541793,"threshold_uncertainty_score":0.4163004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006011730056480315,"score_gpt":0.1957865246567325,"score_spread":0.1897747946002522,"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."}}