{"id":"W4252459457","doi":"10.1002/geot.201970205","title":"Site Reports: Geomechanics and Tunneling 2/2019","year":2019,"lang":"en","type":"article","venue":"Geomechanics and Tunnelling","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geomechanics; Quantum tunnelling; Connection (principal bundle); Geotechnical engineering; Engineering; Geology; Civil engineering; Structural engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007684506,0.0004136516,0.0005110789,0.0002106399,0.0001856724,0.0001312363,0.0001342492,0.0003458271,0.00006220124],"category_scores_gemma":[0.00004449992,0.0004410142,0.00009188492,0.0002330626,0.00001408405,0.0002165677,0.0001715141,0.0004762419,0.00008142559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004543459,"about_ca_system_score_gemma":0.00002091059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003797462,"about_ca_topic_score_gemma":0.0000174118,"domain_scores_codex":[0.9978093,0.00002521812,0.000570526,0.0006302985,0.0002330191,0.0007316194],"domain_scores_gemma":[0.9989614,0.00009863624,0.000133178,0.0004885744,0.00007822433,0.0002399128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001154591,0.000198893,0.004032319,0.003041291,0.0009049835,0.0008648874,0.008653102,0.2411018,0.177215,0.5180076,0.0009362968,0.0449284],"study_design_scores_gemma":[0.0004808157,0.0001152303,0.00002537443,0.00012581,0.0000619798,0.000363159,0.0005854131,0.9389103,0.00140216,0.05427321,0.002981572,0.0006749546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555735,0.004386182,0.1359706,0.00004190466,0.002405527,0.0003849807,0.00001779053,0.0005150398,0.0007044637],"genre_scores_gemma":[0.99471,0.003296372,0.001296354,0.000146279,0.0001674559,0.00001114591,0.00003367109,0.0001090218,0.0002296994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6978085,"threshold_uncertainty_score":0.9998041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005018182347566022,"score_gpt":0.1746199177928678,"score_spread":0.1696017354453018,"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."}}