{"id":"W7117152995","doi":"10.5430/ijhe.v14n6p150","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 14, No. 6, 2025","year":2025,"lang":"","type":"article","venue":"International Journal of Higher Education","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Editorial board","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0219804,0.002173817,0.005224384,0.0057831,0.003767675,0.009081587,0.00471027,0.01625167,0.1281048],"category_scores_gemma":[0.2695088,0.001260861,0.003485393,0.00259803,0.00267491,0.005202273,0.002820567,0.01072738,0.09856036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003929011,"about_ca_system_score_gemma":0.008707573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023376,"about_ca_topic_score_gemma":0.007876904,"domain_scores_codex":[0.9705697,0.003879145,0.005008847,0.002071503,0.01701581,0.001454963],"domain_scores_gemma":[0.3185247,0.02056989,0.008548546,0.004431437,0.6347875,0.01313786],"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":[0.00002068342,0.000003387925,0.00004385846,0.0001570509,0.000003546258,0.00003149642,0.00001011405,0.000005709602,0.00002108752,0.0000543758,0.9966376,0.003011124],"study_design_scores_gemma":[0.0001504517,0.00004928327,0.0008568831,0.001681251,0.00004518405,0.0005144395,0.0001888951,0.0001922991,0.000219435,0.0007505978,0.9952573,0.00009407147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001058129,0.001722768,0.0006662132,0.132624,0.8584878,0.000514874,0.0006071656,0.0004761089,0.004795194],"genre_scores_gemma":[0.003134737,0.005129972,0.002117519,0.167482,0.7100986,0.001963984,0.001631282,0.0008975617,0.1075442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9780196,"threshold_uncertainty_score":0.4285531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568336007213668,"score_gpt":0.4596557598437067,"score_spread":0.41397239977157,"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."}}