{"id":"W7007707575","doi":"","title":"Advanced Coatings R&D for Pipelines and Related Facilities","year":2005,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Government (linguistics); Pipeline transport; NIST; Safety standards; Steering committee","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":[0.00668211,0.0006955396,0.0003070116,0.001263357,0.002427114,0.003410783,0.001944127,0.00239187,0.03435407],"category_scores_gemma":[0.004436983,0.0005300049,0.0006765314,0.0009289808,0.000673565,0.002586927,0.001841588,0.001866846,0.009913797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691076,"about_ca_system_score_gemma":0.01282039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338964,"about_ca_topic_score_gemma":0.03478845,"domain_scores_codex":[0.9955872,0.0004209505,0.0001254145,0.0003654896,0.002961173,0.0005397698],"domain_scores_gemma":[0.9962506,0.0003005938,0.0001645874,0.0003573775,0.002056238,0.0008706708],"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":[0.00008533178,0.0001801012,0.001297335,0.000465728,0.00001153294,0.0003024467,0.0007256467,0.001907272,0.02923879,0.02027974,0.5073579,0.4381481],"study_design_scores_gemma":[0.000008373862,0.00009843977,0.000742317,0.00006387195,0.000004088138,0.0001378638,0.0002793793,0.0005553243,0.004524507,0.001435382,0.9921405,0.00001006644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04041238,0.03573413,0.1951687,0.09199171,0.02280659,0.003638782,0.00143631,0.003001167,0.6058103],"genre_scores_gemma":[0.1042066,0.02153489,0.09084884,0.005073264,0.001693075,0.000489262,0.001808587,0.0006874712,0.7736579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03435407,"threshold_uncertainty_score":0.1149258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217962278805681,"score_gpt":0.2945394995381176,"score_spread":0.2623598767500608,"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."}}