{"id":"W2945314387","doi":"10.1016/j.mtcomm.2019.100659","title":"Elasticity with a flow rule for geomaterials","year":2019,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Elasticity (physics); Materials science; Thermodynamics; Stiffness; Statistical physics; Mechanics; Physics; Composite material","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":[0.000785864,0.0004594082,0.0005450911,0.00141348,0.00105608,0.001833412,0.0008611066,0.001246151,0.005865038],"category_scores_gemma":[0.001797552,0.0002891099,0.0009492501,0.0005055194,0.002015595,0.004307941,0.001359431,0.002280677,0.00124098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463731,"about_ca_system_score_gemma":0.0004273478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004856905,"about_ca_topic_score_gemma":0.0005715349,"domain_scores_codex":[0.9995833,0.00008740489,0.00003032035,0.0001000586,0.000153429,0.00004552796],"domain_scores_gemma":[0.9995641,0.0001197681,0.00004503283,0.0001199556,0.0001052306,0.00004593766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005289121,0.00001093909,0.00004821923,0.00001295059,0.000001956098,0.0000320659,0.00002336779,0.002277249,0.0006607683,0.988757,0.001249611,0.006920679],"study_design_scores_gemma":[0.000005055055,0.000009568715,0.00008743616,0.000007649083,0.00000294741,0.00006337821,0.00001484966,0.02043479,0.0005398854,0.9722856,0.006541101,0.000007749809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02869068,0.0009812051,0.8480517,0.00136674,0.001446746,0.00007409178,0.0002323359,0.0002985939,0.1188579],"genre_scores_gemma":[0.6899253,0.001660718,0.2089937,0.00126391,0.001776318,0.0002041956,0.0004976546,0.000691579,0.09498657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005865038,"threshold_uncertainty_score":0.01962048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699402486214745,"score_gpt":0.229098924118066,"score_spread":0.2121048992559185,"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."}}