{"id":"W1974824625","doi":"10.1115/ipc2002-27266","title":"New Electromagnetic Methods to Locate and Assess Buried CP Problems","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CBC (Canada)","funders":"","keywords":"Troubleshooting; Pipeline transport; Spare part; Cost reduction; Productivity; Cathodic protection; Pipeline (software); Corporation; Computer science; Engineering; Reliability engineering; Business; Operations management; Finance; Economics","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":[0.001179834,0.001168201,0.0007512351,0.00630616,0.0003824084,0.001678299,0.001276981,0.001829996,0.004158708],"category_scores_gemma":[0.002424393,0.0005645474,0.000559216,0.002546333,0.0009856904,0.002898181,0.00124478,0.001506752,0.00244086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005490378,"about_ca_system_score_gemma":0.0003526488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000515821,"about_ca_topic_score_gemma":0.001091516,"domain_scores_codex":[0.9984545,0.0002567907,0.00007905801,0.0002541023,0.0008752239,0.00008048232],"domain_scores_gemma":[0.9985728,0.0003766131,0.0003068203,0.0001341542,0.0005537931,0.00005584086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002941508,0.0001845319,0.006348244,0.002728694,0.0001636587,0.0005658228,0.0005509394,0.007071045,0.3100085,0.01075478,0.01055977,0.6507699],"study_design_scores_gemma":[0.0002626454,0.001693013,0.02937071,0.002166827,0.0005972035,0.01436781,0.002659261,0.157122,0.4911242,0.03509793,0.2647226,0.0008157877],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02250251,0.02657584,0.9245265,0.0007124747,0.0007469673,0.0004276249,0.0005178095,0.0022942,0.02169616],"genre_scores_gemma":[0.2349963,0.02845359,0.7057279,0.001300768,0.0006224071,0.0007544828,0.0006538082,0.0003185217,0.02717233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00630616,"threshold_uncertainty_score":0.01391226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209285931947883,"score_gpt":0.2933936264960129,"score_spread":0.2413007671765341,"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."}}