{"id":"W3117680048","doi":"10.1002/cplu.202000745","title":"Film Electrochemiluminescence Controlled by Interfacial Reactions Along with Aggregation‐, Matrix‐Coordination‐, and Crystallization‐Induced Emissions","year":2020,"lang":"en","type":"review","venue":"ChemPlusChem","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University; Ontario Innovation Trust","keywords":"Electrochemiluminescence; Crystallization; Aggregation-induced emission; Nanotechnology; Materials science; Nanoparticle; Interrogation; Matrix (chemical analysis); Complex matrix; Thin film; Computer science; Chemistry; Electrode; Physics; Optics; Physical chemistry; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001324035,0.0005822909,0.00121905,0.0001013076,0.0002228084,0.00007602407,0.0002549721,0.0005180902,0.000006116664],"category_scores_gemma":[0.0004055208,0.0004516084,0.0003021499,0.0004510113,0.0001535008,0.00001297262,0.0001399474,0.0003522346,0.000003005084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000757617,"about_ca_system_score_gemma":0.0002843712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006118696,"about_ca_topic_score_gemma":0.000006819679,"domain_scores_codex":[0.9979143,0.00007811625,0.0006506363,0.0008387342,0.000213929,0.0003042938],"domain_scores_gemma":[0.9984816,0.00005539256,0.0006062841,0.0004209012,0.0002407058,0.0001950983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002741295,0.000167181,0.00001033281,0.002639989,0.001234784,0.00001502558,0.00004774652,6.152326e-7,0.824077,0.00004290628,0.01341158,0.1580788],"study_design_scores_gemma":[0.0007856113,0.0001497671,1.625951e-7,0.001277043,0.0006904044,0.0001031271,0.00003395387,0.00003533259,0.2105915,0.000008482541,0.785765,0.0005596214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007805874,0.9872465,0.009641306,0.0003156047,0.00004757877,0.001216011,0.0001112616,0.0001820005,0.0004592203],"genre_scores_gemma":[0.01642409,0.974955,0.003160449,0.0000671491,0.0003106479,0.0001902102,0.00222228,0.0001010763,0.002569105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7723534,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330723075893119,"score_gpt":0.3009592291236046,"score_spread":0.2876519983646734,"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."}}