{"id":"W2796343711","doi":"10.11159/icgre18.113","title":"Dice Method: A Novel Approach to Evaluate Stress States Across aRetaining Wall Backfill","year":2018,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Tailings Management and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dice; Stress (linguistics); Computer science; Structural engineering; Geotechnical engineering; Engineering; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002194727,0.0003779299,0.0003137261,0.0001261219,0.0001827002,0.000134358,0.0004456006,0.00005481622,0.00002489716],"category_scores_gemma":[0.00001919148,0.0002880179,0.00007614739,0.0002278577,0.0001313533,0.0002867837,0.000258822,0.0002409862,0.000003806477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007239776,"about_ca_system_score_gemma":0.000001575848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001289956,"about_ca_topic_score_gemma":0.00001260839,"domain_scores_codex":[0.998495,0.00000414225,0.0003075054,0.000368192,0.000338878,0.0004862137],"domain_scores_gemma":[0.9995624,0.00004297808,0.00008571868,0.0001641347,0.00002130397,0.0001234823],"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":[0.0002634418,0.00008036762,0.009404209,0.002064414,0.0007932868,0.000001122749,0.008586006,0.7046216,0.254003,0.00373896,0.001337669,0.01510601],"study_design_scores_gemma":[0.001030624,0.0001630281,0.01598611,0.0005840403,0.0001155954,0.00001319968,0.001827148,0.8550457,0.1153935,0.0001674117,0.008670422,0.001003152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950602,0.0002229595,0.0006706685,0.00007065584,0.0005639595,0.0004255061,0.00007048006,0.0001900987,0.002725442],"genre_scores_gemma":[0.9936849,0.0000620841,0.005111257,0.00007434345,0.0001031959,0.00003834796,0.00000776756,0.00007155564,0.0008465243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504242,"threshold_uncertainty_score":0.9999572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173223386075622,"score_gpt":0.2210421485448915,"score_spread":0.2093099146841353,"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."}}