{"id":"W599160489","doi":"","title":"Louisiana Highway Construction Cost Trends After Hurricanes Katrina and Rita","year":2008,"lang":"en","type":"article","venue":"Transportation Research Board 87th Annual MeetingTransportation Research Board","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hurricane katrina; Index (typography); Quarter (Canadian coin); Transport engineering; Agency (philosophy); Cost estimate; Natural disaster; Engineering; Geography; Civil engineering; Environmental science; Meteorology; Computer science; Archaeology","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":[0.0002345953,0.0001757017,0.000143342,0.001673791,0.0002971517,0.0007377245,0.000193736,0.0002405016,0.001772914],"category_scores_gemma":[0.001291792,0.00009530097,0.0001565354,0.002253528,0.0001417774,0.0004165761,0.0003149231,0.0003779687,0.0004273924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648044,"about_ca_system_score_gemma":0.0008568603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1215986,"about_ca_topic_score_gemma":0.2700883,"domain_scores_codex":[0.9996767,0.00002945759,0.00002746445,0.00004401936,0.0001398906,0.00008248925],"domain_scores_gemma":[0.9978057,0.0001452847,0.0007530696,0.00005265818,0.001099902,0.0001434649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036948,0.0000466282,0.9795225,0.00002747061,0.00004045843,0.00007793845,0.0002751827,0.001856307,0.0006838275,0.0002005029,0.002949602,0.0142159],"study_design_scores_gemma":[6.547415e-7,0.00002448332,0.9973997,0.000003192016,0.000003621923,0.00002177944,0.0002705719,0.0004886102,0.0001573511,0.00001205691,0.001613915,0.000004109401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919026,0.0001122502,0.0001128007,0.0001793021,0.000004647843,0.000008664915,0.004838321,0.00002128231,0.002820123],"genre_scores_gemma":[0.9871092,0.0001867827,0.0002747694,0.00003544748,0.000009381045,0.00002275026,0.008602176,0.000009139261,0.003750173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215986,"threshold_uncertainty_score":0.2417815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338930510751116,"score_gpt":0.4233531345661611,"score_spread":0.2894600834910495,"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."}}