{"id":"W1966182419","doi":"10.1016/j.crme.2014.01.005","title":"Microstructural formulation of stress dilatancy","year":2014,"lang":"fr","type":"article","venue":"Comptes Rendus Mécanique","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Dilatant; Geotechnical engineering; Stress (linguistics); Geology; Materials science; Mechanics; Physics; Philosophy; Linguistics","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"],"consensus_categories":[],"category_scores_codex":[0.0001638562,0.0002835155,0.0003999223,0.00009192824,0.00004629224,0.00002672981,0.0002599118,0.0003665151,0.0002342588],"category_scores_gemma":[0.00009624436,0.0003188692,0.0001344738,0.0002070882,0.00003933688,0.0001152607,0.00007301878,0.0004547323,0.00005171626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106941,"about_ca_system_score_gemma":0.0000212956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002364417,"about_ca_topic_score_gemma":0.00003017372,"domain_scores_codex":[0.9986817,0.00005101353,0.0004681038,0.0002238924,0.0001653161,0.0004099869],"domain_scores_gemma":[0.9990996,0.0001373924,0.00009248681,0.0004406275,0.00008771804,0.0001422113],"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":[0.00002038531,0.0001010185,0.0005470131,0.002435558,0.0001579416,0.00001229851,0.0004531456,0.6210661,0.06449901,0.1704102,0.003844294,0.1364531],"study_design_scores_gemma":[0.0004990522,0.0001762242,0.003552457,0.0008126448,0.00006367684,0.00004256268,0.00002152926,0.8459578,0.1229311,0.006504777,0.0188946,0.0005435942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6642278,0.01304896,0.3124311,0.0004890247,0.005021284,0.0003980602,0.0002619256,0.0006800836,0.003441687],"genre_scores_gemma":[0.9901707,0.0002865038,0.008684932,0.00001414659,0.0002491029,0.000007942352,0.00005405268,0.00006136892,0.0004712622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259428,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862125969334005,"score_gpt":0.2082501611921952,"score_spread":0.1996289014988552,"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."}}