{"id":"W2593214697","doi":"10.1149/ma2011-01/13/1025","title":"Effects of Applied Potential, Protein Concentration, and Time on Adsorbed Protein Layers on Metal Electrodes","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrode; Metal; Adsorption; Protein adsorption; Materials science; Chemistry; Chromatography; Metallurgy; 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":[0.0007215504,0.0005616626,0.0004218661,0.0002330814,0.0003920657,0.0007259744,0.0007820749,0.0007791043,0.00279405],"category_scores_gemma":[0.002017866,0.0004081143,0.0003441837,0.0005282442,0.0005198677,0.0004783091,0.0002447669,0.000724437,0.0004831352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999265,"about_ca_system_score_gemma":0.0002593909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000882415,"about_ca_topic_score_gemma":0.001166169,"domain_scores_codex":[0.9995716,0.0001037595,0.00003381853,0.00008504395,0.0001096653,0.00009606443],"domain_scores_gemma":[0.9985648,0.001039854,0.00006869327,0.00009703614,0.0001498248,0.00007981776],"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":[0.001293093,0.00009711384,0.0002499711,0.0002584905,0.00003628962,0.0001633919,0.000105931,0.000143748,0.9944359,0.00009630142,0.000143273,0.002976512],"study_design_scores_gemma":[0.00006252086,0.0004993083,0.002299669,0.0000192469,0.00004670385,0.0001083843,0.00006228976,0.0007872392,0.9950224,0.00007576302,0.001003693,0.00001281213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890323,0.005155886,0.002517885,0.0003201135,0.000196964,0.00007954504,0.0004371977,0.00007048826,0.002189561],"genre_scores_gemma":[0.9907597,0.003197028,0.003115783,0.0002019739,0.00006307798,0.00005671003,0.0003894249,0.00003917463,0.002177111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279405,"threshold_uncertainty_score":0.009347081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004749610195755669,"score_gpt":0.1712078847711603,"score_spread":0.1664582745754046,"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."}}