{"id":"W3025740061","doi":"10.1149/ma2020-0114981mtgabs","title":"Non-Destructive X-Ray Microprobe Characterization of Corrosion at the Polymer/Steel Interface","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Light Source (Canada)","funders":"","keywords":"XANES; Materials science; Corrosion; Coating; Polymer; Synchrotron; X-ray fluorescence; Composite material; Analytical Chemistry (journal); Spectroscopy; Optics; Chemistry; Fluorescence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002180692,0.0004000057,0.0002491964,0.0003935444,0.0002961338,0.0002762751,0.0004049773,0.0002907049,0.001013555],"category_scores_gemma":[0.0002617789,0.0002004596,0.000171303,0.0001677005,0.0002498738,0.0002089745,0.0002199062,0.0004283134,0.0003323783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424437,"about_ca_system_score_gemma":0.0001985708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413509,"about_ca_topic_score_gemma":0.002434161,"domain_scores_codex":[0.9997717,0.0000153389,0.00001323817,0.00004546087,0.0001193822,0.00003489537],"domain_scores_gemma":[0.9997227,0.00006233954,0.0000555216,0.00003182832,0.0001085843,0.00001906901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007089089,0.000004035495,0.0003420603,0.00002674106,0.000001674175,0.00003060587,0.00002635472,0.00003425826,0.9984372,0.00002748102,0.00001283114,0.001049599],"study_design_scores_gemma":[0.000001716846,0.00008299107,0.008049119,0.000003362844,0.000005528579,0.0001489161,0.00004774356,0.001012304,0.9899917,0.00002462029,0.0006278415,0.000004027654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608429,0.0006452654,0.03606743,0.00007461828,0.00002396037,0.00008978727,0.0004335889,0.0002340777,0.001588412],"genre_scores_gemma":[0.9478848,0.0007237731,0.0467001,0.00006004379,0.00001348976,0.00008858922,0.0003787776,0.00006137702,0.004089074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013555,"threshold_uncertainty_score":0.00339067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044728212375442,"score_gpt":0.2473781562156947,"score_spread":0.2369308740919402,"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."}}