{"id":"W644720902","doi":"","title":"Disraeli Bridges Project","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Bridge (graph theory); Work (physics); Civil engineering; Transport engineering; Project management","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":[0.00008087648,0.0001992168,0.0002923826,0.00009703112,0.00007183613,0.00002927911,0.0001205829,0.0001033258,0.0004860499],"category_scores_gemma":[0.000006316686,0.000169946,0.0001093354,0.0002414633,0.00005700855,0.0004011103,0.000001233953,0.0001337438,0.000002341049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008447179,"about_ca_system_score_gemma":0.0001171817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03682382,"about_ca_topic_score_gemma":0.1487831,"domain_scores_codex":[0.9984624,0.000031506,0.0006454141,0.0001695644,0.0004920287,0.0001990542],"domain_scores_gemma":[0.9991417,0.00005008903,0.0002507589,0.0001620502,0.0003313811,0.00006401838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235817,0.0001918528,0.4541667,0.002825198,0.00237565,0.00000687107,0.01821859,0.2449396,0.09484288,0.01233072,0.1429244,0.02705401],"study_design_scores_gemma":[0.0005909801,0.00002101515,0.9774744,0.0001031689,0.0001361997,3.402654e-7,0.0006791924,0.008826515,0.009683915,0.0002166954,0.001988388,0.0002792288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803244,0.00005014017,0.01526923,0.003045439,0.0002943061,0.0003441323,0.0003653301,0.00006229872,0.0002447008],"genre_scores_gemma":[0.9985396,0.00005465324,0.0003271981,0.0002316637,0.00003108022,0.00004115341,0.0002868223,0.00001995344,0.0004679025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5233077,"threshold_uncertainty_score":0.9695901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006668812076858962,"score_gpt":0.179832467275118,"score_spread":0.173163655198259,"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."}}