{"id":"W4250581090","doi":"10.1002/geot.201190002","title":"News: Geomechanics and Tunnelling 1/2011","year":2011,"lang":"de","type":"article","venue":"Geomechanics and Tunnelling","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantum tunnelling; New Austrian Tunnelling method; Geomechanics; Engineering; Civil engineering; Geotechnical 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":["metaepi_narrow"],"category_scores_codex":[0.001190721,0.001301072,0.001219603,0.0005852137,0.0009197003,0.000321071,0.0005554099,0.001092384,0.0004127902],"category_scores_gemma":[0.00007814368,0.001417441,0.0002930356,0.000464248,0.00004235454,0.0004144229,0.0005737717,0.001468572,0.0005245199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068437,"about_ca_system_score_gemma":0.00008393739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004715895,"about_ca_topic_score_gemma":0.0000582027,"domain_scores_codex":[0.9945232,0.0001072763,0.001358135,0.001566223,0.000539945,0.00190528],"domain_scores_gemma":[0.997252,0.0001979112,0.0003602029,0.0009706534,0.0002314166,0.0009877809],"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":[0.0008645375,0.001480922,0.0002870984,0.009056679,0.005483038,0.001692444,0.05673449,0.08241993,0.02714084,0.5869861,0.001988107,0.2258659],"study_design_scores_gemma":[0.001406356,0.000425444,0.000008414549,0.0007650161,0.0008280358,0.0001437902,0.002499384,0.8861694,0.00417956,0.09262937,0.00885026,0.002094996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07557514,0.09209158,0.8192872,0.0001839701,0.01010745,0.0009681993,0.0001715421,0.00104926,0.0005656907],"genre_scores_gemma":[0.8765694,0.1099941,0.01075232,0.0002722245,0.001496899,0.00003808593,0.00005849196,0.0004536683,0.0003648197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8085349,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257725738587056,"score_gpt":0.1926027116419332,"score_spread":0.1700254542560626,"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."}}