{"id":"W2039938425","doi":"10.1115/ipc2004-0393","title":"Dent Management Program","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petroleum Technology Alliance Canada","funders":"","keywords":"Prioritization; Pipeline transport; Pipeline (software); Engineering; Excavation; Bridge (graph theory); Tower; Range (aeronautics); Geology; Civil engineering; Construction engineering; Geotechnical engineering; Mechanical engineering; Aerospace engineering; Process management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002261124,0.0007176272,0.0006335338,0.002592896,0.003641555,0.003966279,0.003220762,0.002019843,0.7141231],"category_scores_gemma":[0.005356537,0.0005400471,0.0006843004,0.001602573,0.0004900745,0.002261852,0.004654278,0.002167627,0.4158992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276807,"about_ca_system_score_gemma":0.00821435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008775587,"about_ca_topic_score_gemma":0.02512795,"domain_scores_codex":[0.9975599,0.0001564922,0.000114529,0.0003385755,0.001473343,0.0003570876],"domain_scores_gemma":[0.995337,0.0002909121,0.0001519545,0.0003782983,0.002781471,0.001060271],"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":[0.00005681506,0.000204384,0.0008942304,0.00009096952,0.000002431874,0.000114307,0.0001267749,0.0000511689,0.0002378421,0.002895434,0.8690223,0.1263033],"study_design_scores_gemma":[0.00001228024,0.00002442094,0.001258016,0.00004155026,0.000001740941,0.0001056047,0.0001668386,0.00008780475,0.0001113972,0.0003626609,0.9978215,0.000006237751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004052071,0.000632633,0.003343467,0.006921149,0.002001503,0.001295515,0.00902911,0.003202195,0.9695224],"genre_scores_gemma":[0.006663756,0.0005685139,0.003128282,0.003241988,0.0003303351,0.0004911642,0.006626935,0.0006849135,0.978264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7141231,"threshold_uncertainty_score":0.4077686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00729561069214274,"score_gpt":0.2170767318525202,"score_spread":0.2097811211603774,"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."}}