{"id":"W2792107430","doi":"10.6028/nist.sp.1044","title":"Advanced Coatings R and D for Pipelines and Related Facilities","year":2005,"lang":"en","type":"report","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; National Institute of Standards and Technology; U.S. Department of the Interior","keywords":"Pipeline transport; Forensic engineering; Business; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004360398,0.001141846,0.0003430445,0.001396408,0.001657476,0.001366737,0.001543967,0.002108691,0.03348063],"category_scores_gemma":[0.002337913,0.0003882041,0.0006927183,0.0007073312,0.0003976503,0.001204677,0.001424217,0.00128515,0.01558309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776099,"about_ca_system_score_gemma":0.009715979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00720904,"about_ca_topic_score_gemma":0.01261164,"domain_scores_codex":[0.9962344,0.0003659623,0.0001223786,0.0003427965,0.002529162,0.0004054507],"domain_scores_gemma":[0.9967373,0.0001656234,0.0001483599,0.0005045428,0.001879258,0.0005648705],"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":[0.0002267977,0.0003939915,0.001758516,0.0005386863,0.00001834188,0.0006229756,0.0003023901,0.001556871,0.04626019,0.02200471,0.5637839,0.3625326],"study_design_scores_gemma":[0.00003426315,0.0001932705,0.00124169,0.00002934749,0.000005092681,0.0002576394,0.00005050503,0.0004643171,0.006838223,0.0006355633,0.990243,0.000007010782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03597052,0.01617694,0.1063204,0.02414908,0.01537668,0.005721371,0.005014819,0.005165711,0.7861044],"genre_scores_gemma":[0.06386354,0.007908109,0.06601182,0.002551575,0.001171828,0.0009624213,0.006119981,0.0004103291,0.8510005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03348063,"threshold_uncertainty_score":0.1120038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184279613290733,"score_gpt":0.318363826556419,"score_spread":0.2765210304235117,"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."}}