{"id":"W7161966304","doi":"10.82308/14115","title":"Validation of seismic response prediction of a guyed telecommunication mast with ambient vibration measurements","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambient vibration; Seismic noise; Reinforced concrete; Seismic survey","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":[],"consensus_categories":[],"category_scores_codex":[0.000276616,0.00022376,0.0002729252,0.0003208341,0.00002611766,0.00001792148,0.0001508511,0.0001838742,0.00003199856],"category_scores_gemma":[0.0000370738,0.0002166238,0.00005531246,0.0002549706,0.00001312532,0.0001999755,0.000006196541,0.0001663266,0.000006380707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285313,"about_ca_system_score_gemma":0.00005256043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005664973,"about_ca_topic_score_gemma":0.00002490463,"domain_scores_codex":[0.9987675,0.00005747425,0.0005318508,0.0001492685,0.0003667475,0.0001271878],"domain_scores_gemma":[0.9989586,0.00004068141,0.0002142687,0.0004378106,0.000311223,0.00003740722],"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":[0.0002876059,0.00004883766,0.000176794,0.0005389352,0.0001363764,7.887082e-8,0.0006216015,0.6057627,0.3911856,0.00002205203,0.0001966694,0.001022798],"study_design_scores_gemma":[0.0005714493,0.0002207596,0.0246856,0.0004945439,0.0001227649,0.000001817749,0.0003681498,0.5052963,0.4678783,0.00002110267,0.00008143484,0.0002577298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546792,0.00007881933,0.04233073,0.000006967071,0.0002921586,0.0004838093,0.00006044933,0.0002294431,0.001838431],"genre_scores_gemma":[0.9921073,0.00007367439,0.003750943,0.00000161258,0.00001663103,0.00008485196,0.003037219,0.00006759182,0.000860211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004664,"threshold_uncertainty_score":0.8833661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272883655471804,"score_gpt":0.2078128386548296,"score_spread":0.1950840021001116,"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."}}