{"id":"W2278426159","doi":"10.1016/j.gete.2015.11.004","title":"A tensorial description of stresses in triphasic granular materials with interfaces","year":2015,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Granular material; Compressibility; Micromechanics; Mechanics; Capillary action; Inviscid flow; Effective stress; Surface tension; Homogenization (climate); Anisotropy; Materials science; Cauchy stress tensor; Stress (linguistics); Representative elementary volume; Geotechnical engineering; Classical mechanics; Geology; Physics; Thermodynamics; Composite material; Microstructure; Optics","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":[0.0002780485,0.0001141016,0.0002015479,0.00004427634,0.0000161073,0.00001072946,0.00008153767,0.00006944907,0.00000353874],"category_scores_gemma":[0.00001435137,0.00007659951,0.00002056121,0.00004293208,0.00002326564,0.00004007376,0.00002587784,0.00004431885,4.508338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002828842,"about_ca_system_score_gemma":0.000004000225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004803274,"about_ca_topic_score_gemma":0.00001515312,"domain_scores_codex":[0.9994562,0.00001858841,0.0001778102,0.0001029826,0.0001017149,0.0001426553],"domain_scores_gemma":[0.9997575,0.00003187745,0.00002939627,0.0001366728,0.00000643284,0.00003809618],"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":[0.0005477633,0.00005492886,0.00000122466,0.00008529406,0.0000592822,0.00000212856,0.0002569835,0.879671,0.01722904,0.09769672,0.00002520438,0.004370404],"study_design_scores_gemma":[0.01173404,0.0008733672,0.00001136148,0.0001550373,0.0001251645,0.00001465551,0.0004890056,0.4935302,0.3482891,0.1379216,0.006342836,0.0005135793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6745353,0.0007549736,0.3240543,0.00003612954,0.000340076,0.000187167,0.00001850883,0.00005070301,0.00002283982],"genre_scores_gemma":[0.999055,0.0004032847,0.0003714898,0.000005680323,0.00002791252,0.00008615646,0.000008909039,0.00001849434,0.00002308586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861408,"threshold_uncertainty_score":0.3123637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005537966891967,"score_gpt":0.160431370526939,"score_spread":0.1503759908580193,"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."}}