{"id":"W2169617978","doi":"10.1061/41095(365)49","title":"Imaging Piles in Bridge Foundations Using Tomography and Horizontal Seismic Reflector Tracing","year":2010,"lang":"en","type":"article","venue":"GeoFlorida 2010","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Geophysical imaging; Geology; Reflector (photography); Drill; Seismology; Tomography; Bridge (graph theory); Foundation (evidence); Drilling; Engineering; Optics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515177,0.0001354394,0.0001640189,0.0002908125,0.0002345523,0.0001500998,0.0001193632,0.0000535755,0.0004682466],"category_scores_gemma":[0.00002497432,0.0001245515,0.00006949969,0.0004084543,0.00009752586,0.0003699482,0.00001384737,0.000305929,0.00002987549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003349821,"about_ca_system_score_gemma":0.00003623103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981683,"about_ca_topic_score_gemma":0.01022754,"domain_scores_codex":[0.9989986,0.00002485802,0.000206436,0.0002891703,0.0001391061,0.0003417844],"domain_scores_gemma":[0.9995663,0.00006819053,0.00006196576,0.0001678484,0.00002308998,0.0001126476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001142231,0.00001227155,0.9636889,0.000009862409,0.00001765246,0.0000309239,0.0002384766,0.0006442543,0.004407478,0.00003397457,0.0001326467,0.03077216],"study_design_scores_gemma":[0.0002140627,0.00001776777,0.8507574,0.00001451111,0.00002912654,0.00005820402,0.0001564188,0.1451524,0.0001020703,0.0007213186,0.002563953,0.0002127467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972767,0.0002166663,0.0004440325,0.000291524,0.001011978,0.00007282427,0.00006938278,0.00003083644,0.0005860395],"genre_scores_gemma":[0.9980393,0.00003549018,0.001275088,0.0001597739,0.0003609575,5.539373e-7,0.00008020801,0.000005230722,0.00004336495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1445082,"threshold_uncertainty_score":0.9867103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685645041764911,"score_gpt":0.2428721230637361,"score_spread":0.226015672646087,"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."}}