{"id":"W569910325","doi":"","title":"SAFETEA-LU and Its Impact on the Bridge Market","year":2006,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finance; Bridge (graph theory); Revenue; Equity (law); Business; Tax revenue; State highway; Transport engineering; Engineering; Economics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004627973,0.000262667,0.0002041258,0.0004669832,0.0002884438,0.0009546552,0.0002880732,0.00009859154,0.00008261414],"category_scores_gemma":[0.000749055,0.0002051748,0.00006464991,0.0009583994,0.0001818904,0.000889293,0.0002584682,0.0001555894,0.00004809953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692204,"about_ca_system_score_gemma":0.0002318139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850344,"about_ca_topic_score_gemma":0.0005839746,"domain_scores_codex":[0.9983373,0.00004821536,0.0002985545,0.0003215768,0.0002552579,0.0007390939],"domain_scores_gemma":[0.9992016,0.0001667958,0.0001431521,0.0002860639,0.0001426381,0.00005977665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000083001,0.00005246716,0.07558843,0.00002773559,0.00001694026,0.000003237716,0.00001400417,0.00001027739,0.000002496573,0.8948131,0.02885676,0.0006062489],"study_design_scores_gemma":[0.0006271469,0.00001271065,0.8896034,0.00002038912,0.00001719511,0.00001509099,0.0001221614,0.008066066,0.000004151637,0.03565538,0.06559109,0.0002652488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7655652,0.0001313446,0.00001614562,0.04177612,0.0001109634,0.0003380239,0.0001510212,0.00008104339,0.1918302],"genre_scores_gemma":[0.9919151,0.00003495333,0.000007260721,0.006437229,0.00108647,0.00002235834,0.0000598906,0.00001776036,0.0004189566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8591577,"threshold_uncertainty_score":0.9779658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724146909536163,"score_gpt":0.2876372809469978,"score_spread":0.2603958118516361,"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."}}