{"id":"W4408605159","doi":"10.5006/mp2011_50_7-134","title":"Corrosion Salaries Inch Higher in North America, Continuing the Upward Trend","year":2011,"lang":"en","type":"article","venue":"Materials performance","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Forensic engineering; Metallurgy; Materials science; Environmental science; 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":[0.0008605791,0.0001958615,0.0002284598,0.001545548,0.001542866,0.001161154,0.000380141,0.0004613811,0.03464444],"category_scores_gemma":[0.001575671,0.0001509478,0.0001932224,0.001952344,0.0002945671,0.0008170549,0.001079195,0.0007405293,0.006091268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733178,"about_ca_system_score_gemma":0.003436752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08002917,"about_ca_topic_score_gemma":0.2352202,"domain_scores_codex":[0.9991601,0.0000780187,0.00003309081,0.00007844852,0.0003773794,0.0002729975],"domain_scores_gemma":[0.9964464,0.0001611516,0.0004901459,0.00008382312,0.001576631,0.001241865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051743,0.0003384996,0.4403006,0.0002045458,0.00002622498,0.0002159884,0.003023666,0.0001189868,0.00153592,0.001958827,0.4027594,0.1494122],"study_design_scores_gemma":[0.000005367264,0.00006424519,0.8039662,0.00004440125,0.000005540645,0.000124088,0.003841689,0.00008726853,0.0002153736,0.00008148654,0.1915567,0.000007613391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582549,0.002558738,0.0006468854,0.04027813,0.001497666,0.0001037485,0.01082365,0.0002700913,0.1855662],"genre_scores_gemma":[0.6811116,0.003478407,0.001434075,0.007260497,0.0007179099,0.00009268904,0.009807206,0.0001074847,0.2959901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08002917,"threshold_uncertainty_score":0.1591268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883499359596525,"score_gpt":0.2305194198239762,"score_spread":0.2016844262280109,"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."}}