{"id":"W2800984150","doi":"10.1002/geot.201800002","title":"Tool wear analysis of pressurized face TBM drives in the glacial geology of the Pacific Northwest","year":2018,"lang":"en","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":"Baseline (sea); Context (archaeology); Tunnel boring machine; Subsoil; Geology; Geotechnical engineering; Engineering; Mining engineering; Civil engineering; Environmental science; Oceanography; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004179545,0.0001367936,0.000319421,0.0002116843,0.000106243,0.00001382396,0.0002748937,0.0001138752,0.00001786187],"category_scores_gemma":[0.00003226583,0.00008913823,0.0001234563,0.0009101181,0.0000361512,0.00002934393,0.00006772526,0.0001721763,0.000001394268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007121719,"about_ca_system_score_gemma":0.00001222021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008111594,"about_ca_topic_score_gemma":0.0003870386,"domain_scores_codex":[0.9990597,0.00005622988,0.000343369,0.000151461,0.0001603278,0.000228946],"domain_scores_gemma":[0.9993779,0.0001109416,0.00009368356,0.0003325656,0.00006255149,0.00002235485],"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":[0.0001469035,0.0002417517,0.009470899,0.000429175,0.002174307,0.000009240371,0.061176,0.770741,0.09492642,0.05295506,0.00005266939,0.007676604],"study_design_scores_gemma":[0.000360256,0.00006553465,0.001446123,0.00004299308,0.0003651874,0.000003389462,0.002493384,0.9829174,0.008669064,0.002970226,0.0004879073,0.0001785424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672849,0.0003641056,0.03167826,0.0000477209,0.0003458124,0.000142714,0.00002614561,0.00002656418,0.00008380122],"genre_scores_gemma":[0.9994251,0.0002996959,0.0001498026,0.00001375966,0.00006352298,0.000005538686,0.000005387029,0.00001382321,0.00002335767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2121764,"threshold_uncertainty_score":0.3634951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00705938942001254,"score_gpt":0.1945991852082034,"score_spread":0.1875397957881909,"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."}}