{"id":"W5980502","doi":"","title":"Development of Pavement Management Systems to Meet Public Private Partnership Concession Agreements","year":2008,"lang":"en","type":"article","venue":"Seventh International Conference on Managing Pavement AssetsTransportation Research BoardAlberta Infrastructure and Transportation, CanadaFederal Highway Administration","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); General partnership; Government (linguistics); Private sector; Flexibility (engineering); Business; Public–private partnership; Procurement; Pavement management; Key (lock); Transport engineering; Engineering; Risk analysis (engineering); Finance; Computer science; Computer security; Marketing; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007089383,0.0005114821,0.0005777194,0.001257003,0.001143613,0.004073655,0.002331748,0.001171816,0.005856598],"category_scores_gemma":[0.01231303,0.0005648597,0.0004134597,0.001085617,0.0005089598,0.005521959,0.002359914,0.00148999,0.00270807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165677,"about_ca_system_score_gemma":0.003249614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007962673,"about_ca_topic_score_gemma":0.00501778,"domain_scores_codex":[0.9955419,0.001174109,0.000366794,0.0007293934,0.001720231,0.0004676089],"domain_scores_gemma":[0.9920667,0.001505359,0.0006004189,0.00203285,0.003332674,0.0004618999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00039677,0.001050884,0.01943534,0.0002181705,0.00009497846,0.0005551921,0.00297735,0.1352208,0.01845179,0.03998293,0.02010639,0.7615094],"study_design_scores_gemma":[0.0001801366,0.0006761356,0.01337565,0.0001914257,0.0000736404,0.0004439393,0.002239088,0.7708189,0.02469581,0.02100099,0.166133,0.0001713027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1062393,0.0002509358,0.8271957,0.001601206,0.0001276994,0.001551108,0.0002884675,0.02182595,0.04091964],"genre_scores_gemma":[0.661927,0.0002138659,0.322406,0.0001696915,0.00006656555,0.0007232802,0.0008078186,0.0005119913,0.01317388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9920374,"threshold_uncertainty_score":0.03749263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265850959358558,"score_gpt":0.310911808463041,"score_spread":0.2582532988694554,"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."}}