{"id":"W4411709852","doi":"10.5430/ijhe.v14n3p83","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 14, No. 3, 2025","year":2025,"lang":"en","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":"Library science; Psychology; Political science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02182349,0.002071719,0.004823888,0.005653981,0.003651937,0.008588311,0.004410505,0.01518635,0.1246579],"category_scores_gemma":[0.2691602,0.001180708,0.003327669,0.002548486,0.002526892,0.004952338,0.002746646,0.00988279,0.09324102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003815534,"about_ca_system_score_gemma":0.008482929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930638,"about_ca_topic_score_gemma":0.007674927,"domain_scores_codex":[0.9713079,0.003848386,0.004859402,0.002011457,0.01657291,0.001399984],"domain_scores_gemma":[0.3219778,0.02039712,0.008338834,0.004427984,0.6322836,0.01257461],"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":[0.00001987039,0.000003200194,0.00004554194,0.0001529131,0.000003424668,0.00003230467,0.00001087477,0.000005723721,0.00002159271,0.00005640685,0.9965622,0.003085925],"study_design_scores_gemma":[0.0001334489,0.00004587678,0.000842225,0.001617775,0.00004270309,0.0005245788,0.0001958839,0.0001869012,0.000218132,0.0007539709,0.9953495,0.00008909006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001158128,0.001785445,0.0007210226,0.1334865,0.8571666,0.0005199531,0.0006179688,0.0004799206,0.005106702],"genre_scores_gemma":[0.00355444,0.005236275,0.002249192,0.1712156,0.6967477,0.00198334,0.001668337,0.0009441313,0.1164009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1246579,"threshold_uncertainty_score":0.4170223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253377379666405,"score_gpt":0.4700220033578073,"score_spread":0.4174882295611433,"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."}}