{"id":"W2014928168","doi":"10.1017/cbo9780511614958","title":"Plasticity and Geomechanics","year":2002,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":355,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Geomechanics; Plasticity; Soil mechanics; Appeal; Subject (documents); Geotechnical engineering; Computer science; Engineering; Geology; Political science; Physics; Soil science","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":[0.00002834194,0.0002892458,0.0003476755,0.0001796235,0.00006001826,0.00002577296,0.0002179322,0.0003759675,0.000003178006],"category_scores_gemma":[0.000007662628,0.000361125,0.0001203709,0.00001809741,0.00004155673,0.00003365518,0.0001299105,0.0005152988,0.00001091785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424915,"about_ca_system_score_gemma":0.00001342648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001566306,"about_ca_topic_score_gemma":3.152661e-7,"domain_scores_codex":[0.9992395,0.000008110423,0.0001165508,0.0002552763,0.0001378069,0.00024275],"domain_scores_gemma":[0.9995044,0.00004683638,0.00003086033,0.0002233614,0.00003199136,0.0001625367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001867058,0.00002384078,4.560138e-7,0.001686062,0.001187268,0.0007281299,0.00005233545,0.1050882,0.0003266463,0.3148021,0.5675018,0.00858443],"study_design_scores_gemma":[0.0001628221,0.00001348829,0.000001173806,0.00008636116,0.0002264722,0.00001039269,0.000002873318,0.1876542,0.00005766268,0.000002169268,0.8114308,0.0003515553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007433988,0.00024485,0.03699067,0.000001952251,0.0001175707,0.0001049191,0.0001541902,0.000768649,0.9615428],"genre_scores_gemma":[0.002723632,0.0004934497,0.0000950519,0.000006490833,0.00007780869,4.598109e-7,0.00002076379,0.00005184148,0.9965305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3147999,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008338337500479675,"score_gpt":0.1430220453646386,"score_spread":0.1346837078641589,"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."}}