{"id":"W2030544507","doi":"10.1115/ipc2002-27150","title":"Similkameen River Pipeline Crossing: The Repair Process","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; BC Hydro (Canada)","funders":"","keywords":"Pipeline (software); Pipeline transport; Natural gas; Gas pipeline; Forensic engineering; Population; Environmental science; Engineering; Civil engineering; Petroleum engineering; Waste management; Environmental engineering; Mechanical engineering","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":[0.00008834203,0.0001902441,0.0001541539,0.00006394831,0.0001370103,0.0001936118,0.0002354696,0.00008752862,0.0004507424],"category_scores_gemma":[0.00007559867,0.0001328447,0.00006571975,0.0000924674,0.0001752865,0.0001234181,0.00003894004,0.0002589546,0.00002439375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000175611,"about_ca_system_score_gemma":0.00001072837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001494544,"about_ca_topic_score_gemma":0.00001227673,"domain_scores_codex":[0.9990656,0.00001021921,0.0002667575,0.000205422,0.0002340912,0.0002178853],"domain_scores_gemma":[0.999521,0.0000552558,0.00003300051,0.000174418,0.0001322377,0.00008410096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009326266,0.0003251157,0.003648166,0.0004592194,0.0005428802,0.0001182414,0.005892364,0.3983074,0.001069165,0.05733024,0.3159588,0.2162552],"study_design_scores_gemma":[0.000264595,0.00001368718,0.001128964,0.00003465225,0.00001461813,0.00002526218,0.00004005143,0.7712966,0.00009048866,0.00249706,0.224416,0.0001779992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4461338,0.005269992,0.2444291,0.01327868,0.006301681,0.001115753,0.0002426691,0.005595481,0.2776328],"genre_scores_gemma":[0.9936028,0.0001570287,0.0003266936,0.0002174447,0.0003674589,0.00001706446,0.00001600653,0.00001941608,0.005276065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.547469,"threshold_uncertainty_score":0.5417247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113954073179249,"score_gpt":0.2397104314525404,"score_spread":0.2185708907207479,"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."}}