{"id":"W2065387944","doi":"10.1021/cm020599x","title":"Comparative XPS Study of Copper, Nickel, and Aluminum Coatings on Polymer Surfaces","year":2003,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Polymer; Copper; X-ray photoelectron spectroscopy; Nickel; Polyacrylonitrile; Chemical engineering; Methyl methacrylate; Polymer chemistry; Nitride; Metal; Inorganic chemistry; Layer (electronics); Polymerization; Composite material; Chemistry; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005013904,0.0001835862,0.0005547878,0.00001968079,0.00005583762,0.0000331922,0.0001731966,0.0000748602,0.0008397998],"category_scores_gemma":[0.00005484695,0.0001608408,0.00002179127,0.00006082601,0.0002065008,0.00006095002,0.00004061558,0.00005046928,0.000006566293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859522,"about_ca_system_score_gemma":0.00003716724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008575622,"about_ca_topic_score_gemma":0.000002877703,"domain_scores_codex":[0.9987299,0.0001245857,0.0004222143,0.0002904828,0.0002186455,0.0002141001],"domain_scores_gemma":[0.9992077,0.00008177858,0.000323269,0.000269815,0.00006652243,0.00005093154],"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":[0.00009025048,0.0003590612,0.0001811839,0.000106528,0.00001094621,0.000001031587,0.0007320188,7.469071e-7,0.9978765,0.0001334683,0.0005060983,0.000002210049],"study_design_scores_gemma":[0.0004485681,0.0004616245,0.0001318513,0.00005698377,0.00001911421,0.000004213694,0.001095555,3.056502e-7,0.9974915,0.00009880016,0.00004631521,0.0001451594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967,0.0001918176,0.000002111027,0.00001706628,0.00007000248,0.0002383543,0.00004192569,0.00004894014,0.002689806],"genre_scores_gemma":[0.9992202,0.00001985831,0.0002716253,0.00001701717,0.00001686175,0.00001963575,0.000004646568,0.00001231274,0.0004178439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520222,"threshold_uncertainty_score":0.9195219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044709556232339,"score_gpt":0.2959031773819053,"score_spread":0.2754560818195819,"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."}}