{"id":"W4385888358","doi":"10.55274/r0010663","title":"L52291 Pipeline Integrity For Ground Movement Hazards","year":2008,"lang":"en","type":"report","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Pipeline (software); Geohazard; Pipeline transport; Integrity management; Landslide; Scale (ratio); Risk analysis (engineering); Ground movement; Construction engineering; Computer science; Engineering; Civil engineering; Forensic engineering; Business; Geography; Cartography; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00251614,0.000622969,0.0003465665,0.001977843,0.001553038,0.001785447,0.001589899,0.001992122,0.06760187],"category_scores_gemma":[0.004604193,0.0003411579,0.0003156445,0.000993883,0.0005152625,0.001180061,0.001156116,0.0008968231,0.02066921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370951,"about_ca_system_score_gemma":0.008725186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04248231,"about_ca_topic_score_gemma":0.0861814,"domain_scores_codex":[0.9953051,0.0008874355,0.000158669,0.0001335135,0.003233585,0.0002817867],"domain_scores_gemma":[0.9941698,0.0007212587,0.0003420881,0.0002925164,0.004287669,0.0001866003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001867074,0.0009975565,0.01482837,0.0006930258,0.00001988282,0.0005503868,0.0006019488,0.005800678,0.01516279,0.00864226,0.5565819,0.3959345],"study_design_scores_gemma":[0.0001013755,0.001255202,0.03008958,0.0006612908,0.00004561382,0.0006513127,0.001641099,0.01308051,0.03007587,0.003208981,0.9191182,0.00007092376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05555281,0.001173344,0.04137962,0.008854548,0.0004645871,0.003729847,0.00922968,0.006536196,0.8730793],"genre_scores_gemma":[0.2513171,0.002335175,0.05696821,0.001523412,0.000175566,0.002026054,0.01181704,0.0008560169,0.6729815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06760187,"threshold_uncertainty_score":0.2261508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502034622656392,"score_gpt":0.2603654684146497,"score_spread":0.2353451221880858,"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."}}