{"id":"W4392053948","doi":"10.5430/ijhe.v13n1p69","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 13, No. 1, 2024","year":2024,"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; Political science; Engineering ethics; Engineering; 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":[0.0239881,0.002202589,0.005207708,0.006199488,0.003996873,0.008483787,0.004712994,0.01541398,0.1222366],"category_scores_gemma":[0.2953401,0.001288837,0.003410331,0.002849075,0.002738732,0.005214347,0.00295588,0.0104432,0.08993118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00405964,"about_ca_system_score_gemma":0.009136743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266508,"about_ca_topic_score_gemma":0.008096023,"domain_scores_codex":[0.9697849,0.004093525,0.005167437,0.002077468,0.01739869,0.00147809],"domain_scores_gemma":[0.2922513,0.02253529,0.008284492,0.004612956,0.6601923,0.01212364],"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":[0.00001985732,0.000003113088,0.00004472954,0.0001579663,0.000003453029,0.0000307363,0.00001121858,0.000005894159,0.00002259917,0.00005622859,0.9968312,0.002813115],"study_design_scores_gemma":[0.0001407646,0.00004560592,0.0008349286,0.001603697,0.00004608805,0.000537075,0.0002077026,0.0001910674,0.0002325244,0.0008189331,0.9952459,0.0000957531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001164513,0.001723745,0.000734199,0.1385968,0.8524062,0.000527898,0.0006601369,0.0004968663,0.004737696],"genre_scores_gemma":[0.003339902,0.005244371,0.002367216,0.1730409,0.6939673,0.002312694,0.001758758,0.001063991,0.1169048],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1222366,"threshold_uncertainty_score":0.4089222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759773336336927,"score_gpt":0.4657582679640417,"score_spread":0.4081605346006725,"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."}}