{"id":"W2065199071","doi":"10.2749/222137807796119663","title":"Design of the Golden Ears Bridge","year":2007,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Span (engineering); Deck; Structural engineering; Pier; Beam bridge; Engineering; Key (lock); Computer science","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":[0.000155013,0.00004264888,0.00006466566,0.00002829371,0.00001147619,0.00000368635,0.00005406799,0.00002423103,0.00002326155],"category_scores_gemma":[0.00002349059,0.00003072663,0.00004304438,0.0001619665,0.00001125569,0.00002097968,0.000006332366,0.00004392768,0.000003373492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744857,"about_ca_system_score_gemma":0.000006200077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156806,"about_ca_topic_score_gemma":0.000001715467,"domain_scores_codex":[0.9996241,0.000003067066,0.0001601986,0.00004456836,0.00009560573,0.0000724081],"domain_scores_gemma":[0.9997501,0.0000166082,0.00002463886,0.0001714714,0.00001715938,0.00001998035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000001471035,0.000002215385,0.002380701,0.00001913051,0.00007201781,0.00004638521,0.0001068597,0.950623,0.03870001,0.000121155,0.001164708,0.006762332],"study_design_scores_gemma":[0.0001481662,0.00001055942,0.538775,0.00002691604,0.00006332516,0.0004710135,0.00003694171,0.2076424,0.2476278,0.0001043867,0.004856346,0.0002371379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2284911,0.00005499508,0.7683072,0.00001412336,0.0002426424,0.00004412988,3.81273e-7,0.0001111347,0.002734329],"genre_scores_gemma":[0.9985264,0.000003434122,0.00104005,0.000005772681,0.00002711136,6.128989e-7,8.799886e-7,0.000007775759,0.000387983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7700353,"threshold_uncertainty_score":0.1252996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171135504100635,"score_gpt":0.2316483704539999,"score_spread":0.2145348200439364,"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."}}