{"id":"W2029695511","doi":"10.1016/j.compgeo.2013.01.002","title":"Response of Euler–Bernoulli beam on spatially random elastic soil","year":2013,"lang":"en","type":"article","venue":"Computers and Geotechnics","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Randomness; Beam (structure); Random field; Mathematics; Conjugate beam method; Timoshenko beam theory; Bending moment; Deflection (physics); Bending stiffness; Mathematical analysis; Mechanics; Physics; Classical mechanics; Structural engineering; Statistics; Engineering; Optics","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":[0.000183988,0.0001773978,0.0003003263,0.0001541547,0.00003485618,0.00003027389,0.0001602415,0.0001284674,0.00002608696],"category_scores_gemma":[0.00007364027,0.0001622211,0.00009731013,0.0002033739,0.00004695583,0.00004675596,0.00005252369,0.000208012,0.00002709974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001845911,"about_ca_system_score_gemma":0.000007658598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004807029,"about_ca_topic_score_gemma":9.558196e-7,"domain_scores_codex":[0.9991939,0.00001859196,0.0002606231,0.0001685656,0.0001437251,0.000214595],"domain_scores_gemma":[0.9992351,0.0003097222,0.00003325871,0.0002810103,0.00004034825,0.000100553],"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":[0.00003041192,0.00001988641,0.000004473804,0.00004598237,0.00003940813,0.000002807647,0.00002270172,0.9775552,0.005146096,0.00005672918,0.001021096,0.01605524],"study_design_scores_gemma":[0.0005979189,0.0001592713,0.001025653,0.0001092543,0.00002755927,0.000005331123,0.000005690408,0.9926001,0.002544707,0.0001889114,0.002520768,0.0002148445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.513486,0.0002506093,0.4852822,0.0001814806,0.0002066468,0.0001292417,0.000006771922,0.0003932203,0.00006377095],"genre_scores_gemma":[0.9980742,0.0001336584,0.001620117,0.00004746573,0.00003265174,0.00001353463,0.000004646758,0.0000258931,0.00004784956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845881,"threshold_uncertainty_score":0.6615185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003972606196494101,"score_gpt":0.1694797470780308,"score_spread":0.1655071408815367,"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."}}