{"id":"W50924344","doi":"","title":"Development and evaluation of pile \"high strain dynamic test\" database to improve driven pile capacity estimates","year":2013,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Database; Strain (injury); Dynamic load testing; Structural engineering; Dynamic testing; Computer science; Geotechnical engineering; Reliability engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001765833,0.000231807,0.0002371137,0.0003814098,0.00008148956,0.00005420871,0.0002549842,0.00007804705,0.00002778249],"category_scores_gemma":[0.00006617307,0.0002630999,0.00004193224,0.0004334697,0.00005725657,0.0003141053,0.0001988406,0.0001450498,0.00004615393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162187,"about_ca_system_score_gemma":0.00006807889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310885,"about_ca_topic_score_gemma":0.0002406642,"domain_scores_codex":[0.9988291,0.00001652506,0.0002639843,0.0002732828,0.0002805131,0.0003365484],"domain_scores_gemma":[0.9991331,0.00009016347,0.00007049051,0.0003500424,0.000155452,0.0002007845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004265341,0.0005188961,0.005853691,0.0004077466,0.0003893616,0.00002713432,0.0006732087,0.02241996,0.1600975,0.00734226,0.0003446802,0.8018829],"study_design_scores_gemma":[0.0008498162,0.00009546305,0.008230715,0.00009821571,0.00007672038,0.000005447004,0.0003734205,0.9799014,0.007541885,0.001054203,0.001254438,0.0005182485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859071,0.00001680237,0.008998282,0.00003711242,0.00005960205,0.0006027851,0.002825708,0.0002539861,0.001298558],"genre_scores_gemma":[0.9922683,0.00001747529,0.007378793,0.000009822923,0.000004038647,0.00001316809,0.0002489508,0.00003120562,0.00002822454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9574814,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491412405237147,"score_gpt":0.2084621592941566,"score_spread":0.1935480352417852,"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."}}