{"id":"W6993146585","doi":"","title":"Numerical simulation of thermodynamic behavior of four components PNC including bare clay","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer simulation; Numerical models; Work (physics); Heat flow","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318395,0.0003673028,0.0006556357,0.0007134927,0.000886542,0.0006525354,0.0007664009,0.001044256,0.003497572],"category_scores_gemma":[0.001084467,0.0003899011,0.0004928635,0.0007366313,0.0009294173,0.0004750451,0.0004961837,0.0005448402,0.0002088522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114741,"about_ca_system_score_gemma":0.001167025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02553274,"about_ca_topic_score_gemma":0.012375,"domain_scores_codex":[0.9998834,0.00001971814,0.000005512522,0.00002235228,0.00003227298,0.00003670428],"domain_scores_gemma":[0.9994011,0.0002740003,0.00005289037,0.00004879329,0.0001304895,0.0000927095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007321439,0.00007144599,0.002209931,0.00002405942,0.00001204013,0.00007751381,0.00002667049,0.992821,0.002201906,0.001016693,0.0001796282,0.001285851],"study_design_scores_gemma":[0.00001465609,0.00002577842,0.0007137175,0.000002195326,0.000004439102,0.000008434555,0.00001672339,0.9979979,0.0009657154,0.0001420377,0.0001034015,0.00000488364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790708,0.0000714445,0.006086331,0.0001358061,0.00003886705,0.00003917378,0.0004220289,0.000179908,0.01395564],"genre_scores_gemma":[0.9971766,0.00002323546,0.001538186,0.00001434455,0.000004411538,0.00001655399,0.0001140302,0.00001731326,0.001095316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553274,"threshold_uncertainty_score":0.05076826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822071268594576,"score_gpt":0.2529058411842663,"score_spread":0.2246851284983206,"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."}}