{"id":"W3206065827","doi":"10.1016/j.soildyn.2021.107013","title":"Effect of model scale on helical piles response established from shake table tests","year":2021,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Earthquake shaking table; Geotechnical engineering; Structural engineering; Scaling; Displacement (psychology); Shake; Bending; Geology; Scale (ratio); Deformation (meteorology); Scale model; Bending moment; Settlement (finance); Engineering; Mathematics; Geometry; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003676289,0.0003150599,0.0004512646,0.0001193349,0.00004192197,0.0000573943,0.0001310035,0.0002342785,0.00001058738],"category_scores_gemma":[0.0004084454,0.0003281286,0.000098783,0.0003081842,0.00001960407,0.00008939327,0.00006612667,0.0004305848,0.000005916036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005513665,"about_ca_system_score_gemma":0.0000317027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004439,"about_ca_topic_score_gemma":0.00004134274,"domain_scores_codex":[0.9987128,0.0000341448,0.0003117725,0.0003139833,0.0002277093,0.0003995397],"domain_scores_gemma":[0.9988021,0.0004873465,0.00002331511,0.0004089465,0.00004709101,0.0002312568],"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":[0.00006123257,0.00001822164,0.00003156961,0.0001633767,0.00003341798,0.00001829909,0.00003960352,0.9819958,0.009009073,0.0004501653,0.00001820473,0.008160992],"study_design_scores_gemma":[0.0004854123,0.0001597477,0.001648392,0.0001880993,0.0000288508,0.000009112479,0.00001040369,0.984757,0.01226067,0.00006412571,0.00008170596,0.0003064977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668742,0.0004042695,0.03157222,0.00003355796,0.0002872209,0.00008705534,0.0001346443,0.0004445849,0.0001622171],"genre_scores_gemma":[0.9981519,0.0001394992,0.001396318,0.00001329858,0.00004668227,0.00001870669,0.00005788002,0.00008359657,0.00009211749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03127767,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003465031368011564,"score_gpt":0.1846395979536316,"score_spread":0.1811745665856201,"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."}}