{"id":"W4415542281","doi":"10.5430/ijhe.v14n5p103","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 14, No. 5, 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":[],"consensus_categories":[],"category_scores_codex":[0.02201311,0.002174651,0.005191609,0.005850576,0.003791339,0.009132828,0.004696493,0.01643352,0.1309483],"category_scores_gemma":[0.2681229,0.001266374,0.003485943,0.002602345,0.002650254,0.005214235,0.002834514,0.01055301,0.09830581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004003313,"about_ca_system_score_gemma":0.008822623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404448,"about_ca_topic_score_gemma":0.007899997,"domain_scores_codex":[0.9703845,0.003948177,0.005003687,0.002090479,0.01709233,0.001480863],"domain_scores_gemma":[0.3226804,0.0204818,0.008542194,0.004357526,0.6307281,0.01320991],"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":[0.00002065559,0.000003395234,0.00004394365,0.0001576087,0.000003605529,0.00003181254,0.0000100853,0.000005703114,0.00002054924,0.00005477796,0.9966563,0.002991544],"study_design_scores_gemma":[0.0001542141,0.00005048605,0.0008793533,0.001725592,0.00004638767,0.0005244797,0.0001925106,0.0001924262,0.0002210853,0.0007569186,0.9951611,0.00009546495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001075757,0.001729308,0.0006670863,0.1325093,0.8585061,0.0005248845,0.0006140702,0.0004764638,0.004865273],"genre_scores_gemma":[0.003236673,0.005153181,0.002110858,0.170561,0.7053406,0.001986304,0.00165534,0.0008976271,0.1090585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1309483,"threshold_uncertainty_score":0.4380656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570927229563471,"score_gpt":0.4596646016674624,"score_spread":0.4139553293718277,"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."}}