{"id":"W2012059786","doi":"10.3138/jsp.45-1-005","title":"The Editorial Board: Essential or Superfluous?","year":2013,"lang":"en","type":"editorial","venue":"Journal of Scholarly Publishing","topic":"Medical Research and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Business; On board; Public relations; Computer science; Operations management; Political science; Engineering; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","research_integrity"],"category_scores_codex":[0.04635063,0.0004343129,0.0009965163,0.0004924643,0.003428342,0.0402347,0.00464325,0.00447081,0.003324235],"category_scores_gemma":[0.6277986,0.0002199718,0.0003853076,0.000569371,0.0002326282,0.07978863,0.0009960722,0.05661374,0.0005646311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007338042,"about_ca_system_score_gemma":0.02168838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405966,"about_ca_topic_score_gemma":0.0003224279,"domain_scores_codex":[0.9775237,0.005074194,0.002779764,0.0004172135,0.01260368,0.001601487],"domain_scores_gemma":[0.8378247,0.1162501,0.007531208,0.001410573,0.03387175,0.003111711],"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":[0.001525652,0.00005372443,0.00008557426,0.000232745,0.0002920281,0.0000970006,0.0005115565,1.865807e-7,0.00003436907,0.00009100648,0.9912097,0.005866447],"study_design_scores_gemma":[0.00213588,0.0004706601,0.00002810819,0.001132113,0.0001320484,0.000006015307,0.002169168,0.000003750144,0.000002391857,0.0008420527,0.9928434,0.0002344482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002508365,0.003394931,0.00005614169,0.0240622,0.9639295,0.0005431606,0.0000662546,0.00003429387,0.007662721],"genre_scores_gemma":[0.0000434554,0.007889714,0.00032976,0.0003858591,0.9655429,0.00004992713,0.00004637807,0.00009399684,0.02561808],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5814479,"threshold_uncertainty_score":0.9978691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079364291620477,"score_gpt":0.4486516182475685,"score_spread":0.3878579753313637,"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."}}