{"id":"W2335560513","doi":"10.1142/9789812791306_0113","title":"BREAKING WAVE CHARACTERISTICS FOR THE LOADING OF A SLENDER PILE","year":2003,"lang":"en","type":"article","venue":"","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Deutsche Forschungsgemeinschaft","keywords":"Pile; Geology; Geotechnical engineering; Structural engineering; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182269,0.00006395255,0.00009086693,0.00001980883,0.00003419715,0.00001110056,0.00003609339,0.00002969396,0.00007266882],"category_scores_gemma":[0.00004461406,0.00004451355,0.0000445095,0.00005217319,0.00001028832,0.00003319852,0.000004441907,0.00004753069,0.000007386925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007427331,"about_ca_system_score_gemma":0.00000508229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002939824,"about_ca_topic_score_gemma":0.000003273737,"domain_scores_codex":[0.9996555,0.000007341619,0.0001028189,0.00005275039,0.00004789987,0.0001336582],"domain_scores_gemma":[0.9995829,0.000248192,0.0000155473,0.0001157622,0.00001940788,0.00001820652],"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":[0.00007618716,0.0002292812,0.01040999,0.003095838,0.00150808,0.00003602793,0.005720051,0.02006613,0.1719341,0.3619197,0.01667549,0.4083292],"study_design_scores_gemma":[0.001951825,0.0002316248,0.0374952,0.0002119477,0.0002211429,0.00007495478,0.0005897723,0.4800712,0.3497879,0.002515692,0.1259584,0.0008903612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5478656,0.0004979488,0.3885327,0.000041164,0.0009653621,0.0006177129,0.00001910702,0.0002524753,0.0612079],"genre_scores_gemma":[0.9984069,0.0000168725,0.001253179,0.00003477791,0.0000403954,0.00001406193,0.000001614689,0.00001623486,0.0002159035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4600051,"threshold_uncertainty_score":0.181521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591019498040005,"score_gpt":0.2041861903104057,"score_spread":0.1882759953300056,"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."}}