{"id":"W772607429","doi":"","title":"Case Study of an Innovative Forensic Investigation of a Dramatic Pavement Failure, 14 Street NW, Calgary, Alberta","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Civil engineering; Surface runoff; Storm; Forensic engineering; Road surface; Transport engineering; Environmental planning; Engineering; Environmental science; Geography; Meteorology; 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":[0.0006833868,0.0005666062,0.0002405853,0.002099382,0.006803771,0.00126839,0.002284534,0.001967248,0.002313067],"category_scores_gemma":[0.001692536,0.0003089764,0.0002010183,0.001998666,0.002209183,0.0003885753,0.00156258,0.001017226,0.0003073285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009140784,"about_ca_system_score_gemma":0.009261487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5260751,"about_ca_topic_score_gemma":0.8603101,"domain_scores_codex":[0.9990044,0.0001330197,0.00003151088,0.0001028579,0.0005295606,0.000198564],"domain_scores_gemma":[0.9994431,0.0001185301,0.0000509728,0.00004913309,0.0001964835,0.0001417968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007446696,0.00128318,0.1433419,0.0007345582,0.0001919121,0.4712256,0.08230264,0.02992696,0.02045226,0.01394223,0.02405813,0.211796],"study_design_scores_gemma":[0.0001154511,0.001201385,0.3727848,0.000824798,0.0002047366,0.08734416,0.341265,0.02674796,0.01570465,0.006544023,0.1469825,0.0002805458],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513103,0.0006821553,0.007651365,0.001777301,0.0001094408,0.0006208239,0.0007333981,0.00007284397,0.03704244],"genre_scores_gemma":[0.9751167,0.0006343374,0.007412207,0.0003929022,0.00002890562,0.00005875276,0.0002747204,0.00002038162,0.01606106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4739249,"threshold_uncertainty_score":0.953432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444511701244424,"score_gpt":0.2212312168992702,"score_spread":0.2067860998868259,"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."}}