{"id":"W4281479884","doi":"10.5430/ijhe.v11n7p104","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 7, 2022","year":2022,"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; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005892636,0.000202869,0.000416829,0.001357183,0.0001931221,0.0009053607,0.006291464,0.00009198771,0.02681821],"category_scores_gemma":[0.02710209,0.0001657841,0.0004305871,0.0005896649,0.00006765421,0.002909953,0.0004904417,0.0006474834,0.0001522574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376701,"about_ca_system_score_gemma":0.002801983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618858,"about_ca_topic_score_gemma":0.000002370245,"domain_scores_codex":[0.9922206,0.0003990844,0.002379618,0.0003171876,0.004470367,0.0002131261],"domain_scores_gemma":[0.8763672,0.0006426247,0.004333171,0.0003181449,0.1181272,0.0002116494],"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":[0.0001598742,0.0007695942,0.01430281,0.000005086083,0.0002028642,0.000002016479,0.0002555538,0.00008096996,0.0000691407,0.001211056,0.9389881,0.04395289],"study_design_scores_gemma":[0.0008165456,0.0001113354,0.01970156,0.0001011838,0.0000534303,0.00004204549,0.0003984966,0.00001897438,0.00008299488,0.01932981,0.9591864,0.0001571829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.04679391,0.009606889,0.001025116,0.03519297,0.8999376,0.000445163,0.0001163405,0.00001455357,0.006867472],"genre_scores_gemma":[0.408507,0.0004881273,0.00489766,0.01274451,0.1037053,0.0001347277,0.0001532047,0.00007345307,0.4692961],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7962323,"threshold_uncertainty_score":0.9990849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498147854183667,"score_gpt":0.4484132023763227,"score_spread":0.393431723834486,"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."}}