{"id":"W1980466741","doi":"10.1515/corrrev.2008.373","title":"Evolution of External Pipeline Coatings for Corrosion Protection – A Review","year":2008,"lang":"en","type":"review","venue":"Corrosion Reviews","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Materials science; Corrosion; Coating; Epoxy; Pipeline transport; Conversion coating; Composite material; Cathodic protection; Pipeline (software); Polyethylene; Cracking; Asphalt; Metallurgy; Forensic engineering; Mechanical engineering; 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":[0.0006283135,0.001135279,0.001502276,0.002649842,0.0003019362,0.0008757105,0.0008979869,0.001082949,0.002794276],"category_scores_gemma":[0.000483998,0.0004692849,0.0004968781,0.002853915,0.0003505201,0.001372028,0.0005240059,0.0010299,0.002583743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414888,"about_ca_system_score_gemma":0.000725193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265017,"about_ca_topic_score_gemma":0.001770832,"domain_scores_codex":[0.999663,0.00004301046,0.00004079044,0.0000652213,0.0001584706,0.00002949012],"domain_scores_gemma":[0.9996513,0.0000987016,0.00006022585,0.00001424695,0.0001533671,0.0000222184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005847985,0.0001803405,0.000241164,0.02772696,0.0001029473,0.000308409,0.00008788575,0.0007706491,0.0145887,0.004051512,0.01947117,0.9324118],"study_design_scores_gemma":[0.00001547166,0.0001967325,0.0009129636,0.0032508,0.0000925756,0.001428111,0.00006297623,0.0001893705,0.003900586,0.001036438,0.9888901,0.00002381866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003368735,0.997923,0.0002481813,0.00009242136,0.0001644663,0.000008336934,0.00001299912,0.000007812102,0.001205956],"genre_scores_gemma":[0.00146216,0.9971493,0.0003223979,0.00006376498,0.0001006047,0.000006857015,0.00002140672,0.000001659355,0.000871837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002794276,"threshold_uncertainty_score":0.009347737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09396810167876345,"score_gpt":0.35330696319906,"score_spread":0.2593388615202965,"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."}}