{"id":"W3148750470","doi":"10.17265/1934-7359/2014.08.011","title":"Assessment of Durability and Long Term Performance of High Density Polyethylene Drainboards in the Gotthard Railway Tunnels","year":2014,"lang":"en","type":"article","venue":"Journal of Civil Engineering and Architecture","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Durability; Term (time); Forensic engineering; Structural engineering; Engineering; Materials science; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272784,0.000132496,0.0003018619,0.0001562339,0.00002165885,0.00001246995,0.0001170602,0.00005302275,0.000006060941],"category_scores_gemma":[0.00005931,0.00009389703,0.00004497616,0.0001210935,0.00003593201,0.0001130303,0.00002313672,0.000362424,4.553008e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777297,"about_ca_system_score_gemma":0.00001528697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002171223,"about_ca_topic_score_gemma":0.0000277665,"domain_scores_codex":[0.9989921,0.00004375049,0.0004597442,0.00007540393,0.0002892653,0.0001397237],"domain_scores_gemma":[0.999495,0.0001356651,0.0001402532,0.0001370922,0.00004933184,0.0000426273],"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":[0.00001992013,0.00003264828,0.1318849,0.001104114,0.000046602,0.000001816046,0.001480987,0.7909005,0.04716759,0.00004071906,0.000004463998,0.02731574],"study_design_scores_gemma":[0.0004987406,0.0002028446,0.8968154,0.0002266184,0.00002622927,0.00004303859,0.00002598743,0.09321458,0.008807437,0.00003686739,0.00001492513,0.00008735278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741796,0.0002180509,0.02529282,0.00005238018,0.0001183843,0.00009001289,0.000002196841,0.00001004803,0.00003651559],"genre_scores_gemma":[0.9984029,0.0001199589,0.001364442,0.000009018306,0.000087591,0.000002005755,9.91782e-7,0.0000114131,0.000001668839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7649305,"threshold_uncertainty_score":0.382901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004936504068171832,"score_gpt":0.2149171096162094,"score_spread":0.2099806055480375,"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."}}