{"id":"W2045104266","doi":"10.1061/41039(345)671","title":"Comprehensive Geophysical Techniques in Highway Tunnel Investigation","year":2009,"lang":"en","type":"article","venue":"","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wuhan Institute of Technology","keywords":"Seismometer; Exploration geophysics; Geology; Bedrock; Transient (computer programming); Seismology; Geophysical prospecting; Geophysics; Computer science; Geomorphology","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":[0.00002154326,0.00005815941,0.00007489066,0.0001041643,0.00001157639,0.0000067745,0.00008735678,0.00006259116,0.000005847858],"category_scores_gemma":[0.000005890945,0.00005463951,0.00001108643,0.0002064893,0.00003574034,0.00007673914,0.000009168071,0.00009369929,0.00003185898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001782798,"about_ca_system_score_gemma":0.000004702159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002522919,"about_ca_topic_score_gemma":0.0000109387,"domain_scores_codex":[0.999654,0.000003686185,0.0000809146,0.00008598,0.00004435296,0.0001310815],"domain_scores_gemma":[0.9998532,0.000009553326,0.00000556933,0.00009963997,0.00001132177,0.00002070605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002540395,0.00004333322,0.002281327,0.0000163137,0.000003731181,0.00001900607,0.0004499005,0.0005674679,0.8251143,0.04769506,0.007128486,0.1166785],"study_design_scores_gemma":[0.0002995449,0.0002834136,0.2987375,0.00005332334,0.000004077308,0.0000149545,0.0002258747,0.02654797,0.5913727,0.07069097,0.01131297,0.0004566683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918489,0.00001605506,0.001403322,0.000449226,0.00004232275,0.00006386497,2.686798e-7,0.001150894,0.005025181],"genre_scores_gemma":[0.9920975,0.000008403036,0.007553714,0.0002520938,0.00001549187,0.000005762863,0.000001792057,0.000003542558,0.0000617261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2964562,"threshold_uncertainty_score":0.2228134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339283870448912,"score_gpt":0.2184714896302119,"score_spread":0.2050786509257227,"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."}}