{"id":"W4409502720","doi":"10.5006/c2021-16305","title":"Horizontal Directional Drilling in External Pipeline Coating Integrity","year":2021,"lang":"en","type":"article","venue":"","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Directional drilling; Pipeline (software); Petroleum engineering; Drilling; Pipeline transport; Coating; Materials science; Marine engineering; Mechanical engineering; Geology; Metallurgy; Engineering; Composite material","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":[0.001361901,0.000324383,0.0002411362,0.001273646,0.0003533202,0.0008272964,0.0004378483,0.0004704036,0.002787412],"category_scores_gemma":[0.002290491,0.000228255,0.0001901127,0.0007574341,0.0009109926,0.000868096,0.0009132861,0.0003392666,0.0003367685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048117,"about_ca_system_score_gemma":0.0003464965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440243,"about_ca_topic_score_gemma":0.006572747,"domain_scores_codex":[0.9979901,0.000315514,0.00007537678,0.0002235316,0.001195368,0.0001999957],"domain_scores_gemma":[0.9963906,0.0007736517,0.0005574846,0.0002630259,0.001909465,0.0001057747],"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":[0.001478826,0.000166007,0.1449649,0.0008228736,0.00007967607,0.00131594,0.001796853,0.014938,0.6118966,0.004289801,0.002142846,0.2161076],"study_design_scores_gemma":[0.00002903612,0.00206033,0.2576177,0.0001738733,0.0001751728,0.002489335,0.002185643,0.0448225,0.6757729,0.001367433,0.01321059,0.00009561968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558081,0.001175181,0.02769012,0.0001033462,0.00004176285,0.00005389726,0.0001780695,0.0002181507,0.01473124],"genre_scores_gemma":[0.9969985,0.00008799176,0.001761022,0.000009551602,0.000002217765,0.000002354337,0.00004074664,0.000008375347,0.001089206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00440243,"threshold_uncertainty_score":0.009324849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204935995160788,"score_gpt":0.2425762331359154,"score_spread":0.2205268731843076,"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."}}