{"id":"W2170081333","doi":"10.1039/c4cp05899b","title":"Materials analyses and electrochemical impedance of implantable metal electrodes","year":2015,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Electrode; Electrochemistry; Electrical impedance; Materials science; X-ray photoelectron spectroscopy; Metal; Dielectric spectroscopy; Adhesion; Analytical Chemistry (journal); Chemical engineering; Composite material; Chemistry; Metallurgy; Electrical engineering; Chromatography; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049055,0.0004454806,0.0002301606,0.0006126842,0.0001544772,0.0002778682,0.0003637567,0.000428777,0.0008963852],"category_scores_gemma":[0.0006779801,0.0001549332,0.0001988395,0.0004942933,0.0002180087,0.0004720935,0.0002542335,0.0003796029,0.0001880992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897344,"about_ca_system_score_gemma":0.0001006777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449726,"about_ca_topic_score_gemma":0.0002517353,"domain_scores_codex":[0.9997576,0.00002339701,0.00002128466,0.00005215641,0.000126345,0.00001921906],"domain_scores_gemma":[0.999749,0.0000984943,0.00004874273,0.00001819942,0.0000723527,0.00001316166],"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":[0.00002236682,0.000005806164,0.0003530179,0.00003500833,0.000003718029,0.0000422778,0.00002350967,0.00006157681,0.9968736,0.00002611395,0.00001046741,0.002542484],"study_design_scores_gemma":[0.00000271099,0.00008382338,0.004552052,0.000005085972,0.00001186285,0.0001535809,0.0000524759,0.0008681117,0.9933659,0.00008713934,0.0008128309,0.000004305443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630613,0.002142358,0.03229161,0.000110687,0.00004981641,0.00007576084,0.0007399904,0.000133798,0.00139468],"genre_scores_gemma":[0.9756433,0.001477748,0.01948901,0.00007732972,0.00001632025,0.0001254481,0.0006810567,0.00003736035,0.002452494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008963852,"threshold_uncertainty_score":0.00299871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441525646366359,"score_gpt":0.3219683581851968,"score_spread":0.2775531017215332,"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."}}