{"id":"W4385887773","doi":"10.55274/r0011303","title":"L30510 Earth Current Effects on Buried Pipelines","year":2008,"lang":"en","type":"report","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Computer program; Pipeline transport; Stray voltage; Pipeline (software); Field (mathematics); Phase (matter); Direct current; Engineering; Geology; Marine engineering; Computer science; Electrical engineering; Physics; Mechanical engineering","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":[0.0002234438,0.0002590204,0.0001948193,0.0003927098,0.0002163243,0.0002477714,0.0002138537,0.0002261375,0.007233127],"category_scores_gemma":[0.0006450256,0.00009044307,0.0001789292,0.0003366848,0.0002563552,0.0003163187,0.0002318862,0.000179713,0.0008947605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006403878,"about_ca_system_score_gemma":0.0003349463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0080665,"about_ca_topic_score_gemma":0.007400803,"domain_scores_codex":[0.999763,0.00003380691,0.000006382827,0.00001600498,0.0001541385,0.00002674834],"domain_scores_gemma":[0.9995566,0.0001609256,0.00006738331,0.0000310173,0.0001636671,0.00002032107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002001159,0.000358575,0.03246415,0.0005707139,0.00006506985,0.001514099,0.000436844,0.1353626,0.7017303,0.001929217,0.007028858,0.1165386],"study_design_scores_gemma":[0.0002486318,0.007709096,0.08095117,0.00009679993,0.0001171361,0.00110082,0.0005789116,0.1916059,0.6966615,0.001671785,0.01919338,0.00006484303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691984,0.0002136023,0.01628052,0.0001000527,0.00002794711,0.00003478532,0.0008754286,0.001061805,0.01220749],"genre_scores_gemma":[0.9937965,0.0001050363,0.001275536,0.00001112572,0.000002775793,0.000004221389,0.0003051189,0.00003800084,0.004461868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0080665,"threshold_uncertainty_score":0.02419716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880858246063588,"score_gpt":0.3209779029761001,"score_spread":0.2821693205154642,"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."}}