{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007196966,0.0005150738,0.001000909,0.00311574,0.000227001,0.003015988,0.0102098,0.0004786846,0.0168118],"category_scores_gemma":[0.08401568,0.0004303935,0.0009742198,0.001208072,0.0002405042,0.006260993,0.0006160202,0.001284756,0.0005138384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686663,"about_ca_system_score_gemma":0.01204397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002389043,"about_ca_topic_score_gemma":0.000003366426,"domain_scores_codex":[0.9883069,0.0005490875,0.005502832,0.0006308589,0.004569567,0.0004407301],"domain_scores_gemma":[0.6821504,0.001157972,0.006639062,0.0004864355,0.309226,0.000340084],"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":[0.000476102,0.001675336,0.009919639,0.00004970109,0.00111371,0.000002342673,0.0002810725,0.00004263075,0.00004607319,0.002284479,0.8321422,0.1519667],"study_design_scores_gemma":[0.001924549,0.0001546834,0.02745907,0.002674307,0.0003406409,0.00001794688,0.0003114314,0.00003549376,0.0002290476,0.03060598,0.935926,0.0003208444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004806433,0.03816424,0.003452694,0.04335564,0.8902876,0.0006081623,0.0000824626,0.00001072922,0.01923197],"genre_scores_gemma":[0.1113838,0.004339465,0.00517,0.01235981,0.09900947,0.00005540873,0.00007940638,0.00005922998,0.7675434],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7912782,"threshold_uncertainty_score":0.9998148,"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."}}