{"id":"W3033798253","doi":"10.1002/bio.3893","title":"Nanozyme‐based luminescence detection","year":2020,"lang":"en","type":"review","venue":"Luminescence","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Luminescence; Luminescent Measurements; Chemistry; Computer science; Materials science; Optoelectronics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004391876,0.001107704,0.002903364,0.0003087996,0.000280656,0.0002347234,0.001819556,0.0005713552,0.0005823935],"category_scores_gemma":[0.0007810024,0.0009700126,0.0006822635,0.001613378,0.0003885265,0.000454949,0.0004077703,0.0004067609,0.004144596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029539,"about_ca_system_score_gemma":0.0005008844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002073769,"about_ca_topic_score_gemma":0.00001195585,"domain_scores_codex":[0.9947393,0.0003604552,0.00147195,0.001807257,0.0007580209,0.0008630353],"domain_scores_gemma":[0.9963966,0.0003617959,0.001234018,0.001496418,0.0001741168,0.0003370291],"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":[0.00002970446,0.00008787171,0.00000237678,0.01682174,0.00002888714,0.000206059,0.00003336582,0.000004180556,0.08255438,0.00002654897,0.0002545361,0.8999503],"study_design_scores_gemma":[0.0001761003,0.00007419349,7.269525e-7,0.005850661,0.0005819695,0.0001048671,0.000006236894,0.00007450347,0.08386414,0.00001545282,0.9081847,0.001066454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005698391,0.9863946,0.008053729,0.00003684498,0.003249652,0.001120605,0.0002089139,0.0007318737,0.0001467792],"genre_scores_gemma":[0.0006946922,0.9917873,0.005209795,0.0001191646,0.001052898,0.0005230006,0.0001627074,0.0002093263,0.0002411739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9079301,"threshold_uncertainty_score":0.999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738214408368639,"score_gpt":0.317949150670567,"score_spread":0.2805670065868806,"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."}}