{"id":"W4382725065","doi":"10.1039/d3sc90103c","title":"Outstanding Reviewers for <i>Chemical Science</i> in 2022","year":2023,"lang":"en","type":"editorial","venue":"Chemical Science","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Irvine; University of Colorado Boulder; University of California, Los Angeles; University of Manchester; Université de Genève; Indian Institute of Technology Guwahati; University of Cape Town; Rheinische Friedrich-Wilhelms-Universität Bonn; Università della Calabria; Universidade de Vigo; Université de Strasbourg; Indian Institute of Science Education and Research Mohali; Danmarks Tekniske Universitet; National and Kapodistrian University of Athens; Universitetet i Bergen; Nanjing University; Queensland University of Technology; Philipps-Universität Marburg; Università di Bologna; University of South Florida; Indian Institute of Science; University of Toronto; Universidad Autónoma del Estado de México; Imperial College London; Dartmouth College; City University of Hong Kong","keywords":"Psychology; Data science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01681667,0.003273272,0.002717822,0.004930213,0.004294706,0.01236806,0.003521569,0.009726349,0.04084603],"category_scores_gemma":[0.06058166,0.001074076,0.00220955,0.002063551,0.001928161,0.004882571,0.002321679,0.01280304,0.04503848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774949,"about_ca_system_score_gemma":0.00860577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334852,"about_ca_topic_score_gemma":0.005315772,"domain_scores_codex":[0.9828396,0.002366482,0.002157339,0.001515924,0.01013698,0.0009836548],"domain_scores_gemma":[0.883753,0.01148746,0.004985372,0.00233127,0.081582,0.01586086],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001577711,0.000003811053,0.00001633392,0.00009438364,0.000005158986,0.00004174181,0.000007793932,0.000008560865,0.00005581497,0.0002177956,0.9958183,0.003714389],"study_design_scores_gemma":[0.00002142609,0.00001333392,0.0001038197,0.0001847773,0.00001350228,0.0001660597,0.00004069759,0.00005399479,0.0001095872,0.0007767754,0.9985011,0.00001500759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002422486,0.003043349,0.0001968083,0.02684671,0.96776,0.00003072882,0.0000527274,0.00008292415,0.001962624],"genre_scores_gemma":[0.0006399353,0.005854678,0.0004311215,0.0260645,0.9337455,0.00006627241,0.0001396583,0.0002596855,0.03279861],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9831833,"threshold_uncertainty_score":0.1366435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710469495927705,"score_gpt":0.3329051311321734,"score_spread":0.3158004361728964,"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."}}