{"id":"W616767544","doi":"","title":"ENGINEERED SCULPTURE : WITH A COMPLEX GEOMETRY, SUNDIAL PEDESTRIAN BRIDGE CASTS A TIMELY SHADOW","year":2005,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pylon; Bridge (graph theory); Truss; Engineering; Tower; Civil engineering; Structural 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":["metaepi_narrow"],"category_scores_codex":[0.0003430473,0.001610711,0.001578363,0.001186483,0.0004536173,0.0004663491,0.001027723,0.0005458025,0.0005213188],"category_scores_gemma":[0.0002216402,0.001523422,0.0006360027,0.002263295,0.000352607,0.0008672556,0.0001685624,0.0011487,0.0002537606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556944,"about_ca_system_score_gemma":0.0001732355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659804,"about_ca_topic_score_gemma":0.002668504,"domain_scores_codex":[0.9942679,0.0001106619,0.00135927,0.001283961,0.001130486,0.001847764],"domain_scores_gemma":[0.9968038,0.0002217713,0.0002483378,0.001281394,0.0005098148,0.0009349382],"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":[0.0002392772,0.0002854937,0.003741998,0.0004781311,0.001137861,0.0002512273,0.0007566678,0.8713905,0.004571429,0.0002248068,0.0139406,0.1029821],"study_design_scores_gemma":[0.00328452,0.0002892532,0.3037806,0.000264622,0.0004955776,0.0009865409,0.0002084647,0.6217809,0.00125231,0.0000120062,0.0652912,0.002354041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936847,0.00300739,0.051407,0.001421841,0.0007648572,0.0008782502,0.001482107,0.003291015,0.000900567],"genre_scores_gemma":[0.9827443,0.0006224736,0.008281271,0.0004845273,0.002814612,0.00007012607,0.003143886,0.0004165393,0.001422288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000386,"threshold_uncertainty_score":0.9996641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105188551459406,"score_gpt":0.2386793779831135,"score_spread":0.2176274924685195,"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."}}