{"id":"W4239063819","doi":"10.1149/ma2009-02/40/3066","title":"A Comparative Study of Electrochemical Techniques in Investigating the Adsorption Behavior of Fibrinogen on Platinum","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Acadia University","funders":"","keywords":"Platinum; Fibrinogen; Electrochemistry; Adsorption; Materials science; Chemistry; Physical chemistry; Catalysis; Electrode; Organic chemistry; Biochemistry","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":[0.0002069119,0.0001091116,0.00020902,0.00006572408,0.0000201248,0.000007699726,0.0001046556,0.00004115448,0.000002516715],"category_scores_gemma":[0.00007272261,0.00008489595,0.00002531956,0.0001530674,0.00003157782,0.00004554529,0.0000103724,0.0002044435,8.853045e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000028971,"about_ca_system_score_gemma":0.000009553518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760359,"about_ca_topic_score_gemma":0.00001686443,"domain_scores_codex":[0.9992171,0.0000354622,0.0003438455,0.0001064791,0.0001516312,0.0001454675],"domain_scores_gemma":[0.9995547,0.0001478328,0.0001250378,0.0001184379,0.00002855067,0.000025422],"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":[0.000009191619,0.0002127787,0.002321612,0.00001012058,0.00001159339,0.000001753426,0.003691101,0.007176972,0.9861427,0.00001022838,0.00002126044,0.0003906636],"study_design_scores_gemma":[0.0001448535,0.0002715585,0.127734,0.0001617409,0.000009722186,0.000001562432,0.0008406052,0.0007363341,0.8699395,0.00008223321,0.000003782128,0.00007416162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855697,0.00002358173,0.000001321104,0.000008681879,0.00001413272,0.0002981181,0.000003565577,0.00006562455,0.0140153],"genre_scores_gemma":[0.9995635,0.000002146204,0.0003640181,0.000006093233,0.00003256363,0.0000173739,0.000003253438,0.000008516141,0.000002506574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254123,"threshold_uncertainty_score":0.3461957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143609475487375,"score_gpt":0.2661450119836368,"score_spread":0.244708917228763,"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."}}