{"id":"W2205690858","doi":"10.1149/2.0161604jes","title":"Review—Electrogenerated Chemiluminescence: Light Years Ahead","year":2015,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Electrochemiluminescence; Chemiluminescence; Nanotechnology; Bioanalysis; Instrumentation (computer programming); Computer science; Chemistry; Materials science; Electrode; 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":[0.001983888,0.001638442,0.002085215,0.003334627,0.0005446362,0.002317122,0.002324372,0.002757167,0.00468485],"category_scores_gemma":[0.002991115,0.0006552081,0.0007873406,0.003361612,0.001010423,0.004869394,0.001200527,0.004174399,0.005902465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507611,"about_ca_system_score_gemma":0.001425705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007243634,"about_ca_topic_score_gemma":0.00135591,"domain_scores_codex":[0.9993468,0.0001115164,0.00007288117,0.0001270667,0.0002691407,0.00007262619],"domain_scores_gemma":[0.9974395,0.0009579796,0.0002300686,0.00006787223,0.0009740972,0.0003304286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001569411,0.0001007066,0.0001519505,0.0162789,0.0001170689,0.0003471477,0.00007781088,0.0001901498,0.003775557,0.005943394,0.4262151,0.5466453],"study_design_scores_gemma":[0.000009231066,0.00006282239,0.0001784515,0.00185125,0.00003592299,0.0004591983,0.00004263995,0.00004059625,0.0007401303,0.001134654,0.9954268,0.00001822733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005345772,0.9912806,0.000213232,0.002330398,0.005402438,0.000005934724,0.00002010245,0.00002217815,0.0006717367],"genre_scores_gemma":[0.0005700248,0.9890511,0.0003594512,0.003499256,0.004974966,0.0000114278,0.00007265855,0.000008488121,0.001452637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00468485,"threshold_uncertainty_score":0.01567233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951832648420961,"score_gpt":0.2691473444040514,"score_spread":0.2596290179198418,"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."}}