{"id":"W2336040359","doi":"","title":"Waverley West Arterial Roads Project (WWARP) Part 3 - From Paper to Pavement","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sÃ©curitÃ© routiÃ¨re - 2015 CongrÃ¨s et Exposition de l'Association des transports du Canada","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schedule; Transport engineering; Boulevard; Presentation (obstetrics); Engineering; Civil engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001255676,0.0005028993,0.0006845503,0.0001993856,0.0002737146,0.0001272075,0.000285712,0.0003120622,0.0005455533],"category_scores_gemma":[0.0003128683,0.0005138983,0.0001684131,0.0005906487,0.00005966532,0.0007812349,0.00001209996,0.0003459234,0.000002430068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003106804,"about_ca_system_score_gemma":0.002627401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4609043,"about_ca_topic_score_gemma":0.9028667,"domain_scores_codex":[0.9953763,0.0003281134,0.001466464,0.0004645595,0.001755034,0.0006094548],"domain_scores_gemma":[0.996122,0.0002829346,0.001183513,0.0003350211,0.001677297,0.0003992491],"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":[0.0005803509,0.0003318945,0.183736,0.0008739631,0.002302465,0.00005564424,0.02494474,0.4164866,0.01880052,0.006104779,0.3403211,0.005462031],"study_design_scores_gemma":[0.008012987,0.0003408656,0.8429137,0.001333139,0.001316612,0.00001290011,0.007705543,0.0291402,0.02681799,0.002209719,0.07732282,0.002873554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968173,0.0003074142,0.01434132,0.009705181,0.001722398,0.001076399,0.003524615,0.0002461405,0.0009034981],"genre_scores_gemma":[0.995688,0.0001022484,0.0006949154,0.0006246151,0.0001958662,0.00008502397,0.001626056,0.0000638925,0.0009193544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591777,"threshold_uncertainty_score":0.9997312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007551130101969,"score_gpt":0.2130616844713521,"score_spread":0.2029861731703324,"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."}}