{"id":"W2039743321","doi":"10.1111/hir.12089","title":"Peer Review at the <i>Health Information and Libraries Journal</i>","year":2014,"lang":"en","type":"editorial","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Audience measurement; Peer review; Constructive; Ambiguity; Publication; Minor (academic); Process (computing); Computer science; Health care; Medical education; Psychology; Public relations; Medicine; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.03421988,0.0005991228,0.001301969,0.000840087,0.01623389,0.002427063,0.001294858,0.0008907934,0.001793557],"category_scores_gemma":[0.02268181,0.0003887288,0.0002035683,0.001003835,0.0004999133,0.02132635,0.0006236847,0.009268454,0.001593156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761805,"about_ca_system_score_gemma":0.05433698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003428678,"about_ca_topic_score_gemma":0.00008977284,"domain_scores_codex":[0.9812117,0.003902847,0.006306103,0.0002569483,0.005916538,0.002405904],"domain_scores_gemma":[0.9757625,0.004365103,0.01070913,0.0008147768,0.005285184,0.003063281],"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":[0.0001168899,0.00001038737,0.0001120496,0.01127439,0.00002378297,4.068928e-7,0.01630784,0.000002990946,6.302257e-9,0.0007247374,0.9302071,0.04121941],"study_design_scores_gemma":[0.0008825954,0.0005209572,0.0003892739,0.006186966,0.00001672101,0.0001178051,0.004569783,0.00006865043,1.153929e-7,0.00115951,0.9857744,0.0003132136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001870447,0.03941306,0.001443468,0.4252366,0.5253517,0.002285534,0.0003849934,0.0001087923,0.005757212],"genre_scores_gemma":[0.000009979681,0.3336992,0.001567174,0.1725727,0.4780182,0.0002556799,0.003833603,0.0000559985,0.009987462],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2942862,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07527562762949645,"score_gpt":0.4328684618080973,"score_spread":0.3575928341786008,"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."}}