{"id":"W4416338750","doi":"10.1021/acs.langmuir.5c05578","title":"Special Issue: Highlighting 2024 Contributions from Our Editorial Board Members","year":2025,"lang":"en","type":"article","venue":"Langmuir","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Editorial board; On board","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007569923,0.003404007,0.002016595,0.003552343,0.003292699,0.01109495,0.002338489,0.006088123,0.05284466],"category_scores_gemma":[0.01671434,0.0008875825,0.001764776,0.001855383,0.001846935,0.003980181,0.00251509,0.006129317,0.03395001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550164,"about_ca_system_score_gemma":0.005879817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004332828,"about_ca_topic_score_gemma":0.001297582,"domain_scores_codex":[0.9920671,0.0008993491,0.0007430666,0.0009104182,0.004478346,0.0009018355],"domain_scores_gemma":[0.9740408,0.003803305,0.002598434,0.0007997681,0.01214119,0.006616547],"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":[0.00005462655,0.00003221657,0.00007751908,0.0002355937,0.000009602552,0.0001032528,0.00002185117,0.00003433776,0.0006019069,0.0005193129,0.9814484,0.01686134],"study_design_scores_gemma":[0.00001926281,0.00005171866,0.0002505495,0.0001360774,0.0000153716,0.0002054947,0.00003759632,0.0001284544,0.0005682624,0.000620471,0.9979498,0.00001696665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003036631,0.005031662,0.000696447,0.0228997,0.9646682,0.0000903059,0.0002093634,0.0003037173,0.005796999],"genre_scores_gemma":[0.00188097,0.005992307,0.0008076307,0.01197711,0.9505328,0.00008944394,0.0002241277,0.000245455,0.02825009],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05284466,"threshold_uncertainty_score":0.176783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790526714920561,"score_gpt":0.3892078163235434,"score_spread":0.3613025491743378,"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."}}