{"id":"W3116461879","doi":"10.3390/bios11010009","title":"Solid State Sensors for Hydrogen Peroxide Detection","year":2020,"lang":"en","type":"review","venue":"Biosensors","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hydrogen peroxide; Solid-state; Chemistry; State (computer science); Computer science; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001354886,0.001080099,0.002333299,0.0002515925,0.0001335401,0.00008341775,0.0003808609,0.0007259633,0.00002597791],"category_scores_gemma":[0.0001351824,0.0009484172,0.001296262,0.0006152649,0.00007685821,0.0000706873,0.00005238474,0.000709562,0.000455557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728081,"about_ca_system_score_gemma":0.00005526652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006227882,"about_ca_topic_score_gemma":0.00001048133,"domain_scores_codex":[0.9967258,0.00009271286,0.00104975,0.0008149891,0.0003010684,0.001015697],"domain_scores_gemma":[0.9985474,0.0002809344,0.0002155209,0.0004711534,0.00007574082,0.0004092629],"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":[0.0000257228,0.0000280763,1.087216e-7,0.01298747,0.0007249629,0.00005631026,0.00007156216,0.0001738032,0.01869783,0.000008374526,0.001875679,0.9653501],"study_design_scores_gemma":[0.0001947533,0.0001076798,1.627922e-7,0.0009689518,0.000548853,0.00009074902,0.000009903168,0.001206038,0.07180861,0.00003363374,0.9239798,0.001050819],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002429621,0.9932752,0.000118475,0.00002732303,0.0004839622,0.001705281,0.0003931924,0.001312817,0.0002541885],"genre_scores_gemma":[0.0009031154,0.99661,0.0003899,0.00003434569,0.000803604,0.0001553815,0.0001454479,0.00041176,0.0005464334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642993,"threshold_uncertainty_score":0.9992967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210258008435036,"score_gpt":0.2824353079243089,"score_spread":0.2614095070808053,"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."}}