{"id":"W4385429858","doi":"10.1021/cen-10125-acsnews2","title":"Announcing the 2023 ACS fellows","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Library science; National laboratory; Quarter (Canadian coin); Management; Engineering; Engineering physics; History; Archaeology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01928935,0.001907393,0.001273794,0.003109684,0.00669716,0.01636325,0.002863734,0.01465866,0.1264156],"category_scores_gemma":[0.04528836,0.00097092,0.002085104,0.002583917,0.001624099,0.005058002,0.007893366,0.01047767,0.1146521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077857,"about_ca_system_score_gemma":0.01871656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302021,"about_ca_topic_score_gemma":0.008322636,"domain_scores_codex":[0.9852189,0.001193007,0.0007562457,0.0009286851,0.009375747,0.00252746],"domain_scores_gemma":[0.9525781,0.002871625,0.002328787,0.003297703,0.01865161,0.0202721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003101172,0.00003058122,0.0002206994,0.00005280042,0.000002362445,0.00006483052,0.0000249724,0.00001332826,0.0002038315,0.0008852118,0.9819648,0.01650569],"study_design_scores_gemma":[0.00001080582,0.00002358722,0.0004369158,0.00005212817,0.000002819549,0.00003365153,0.00006904095,0.00004876273,0.0001291711,0.0005135635,0.9986684,0.00001116561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003119507,0.006293548,0.002549362,0.2294242,0.6307393,0.001089385,0.002886336,0.002396526,0.1215018],"genre_scores_gemma":[0.01168416,0.007445961,0.005430796,0.1191218,0.2018297,0.001626461,0.005244404,0.001283602,0.646333],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1264156,"threshold_uncertainty_score":0.4229022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4022989651191888,"score_gpt":0.5528123228618527,"score_spread":0.1505133577426639,"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."}}