{"id":"W4293222205","doi":"10.5430/ijhe.v11n3p168","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 3, 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":[0.00589036,0.0002028229,0.0004166708,0.001356804,0.0001930711,0.0009041957,0.006289707,0.000091968,0.02650135],"category_scores_gemma":[0.02708259,0.000165753,0.000430497,0.0005894859,0.00006763101,0.00290917,0.0004902991,0.0006472063,0.0001535353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009369803,"about_ca_system_score_gemma":0.002799698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162686,"about_ca_topic_score_gemma":0.0000023901,"domain_scores_codex":[0.992223,0.0003989696,0.002378737,0.0003170749,0.004469148,0.0002130637],"domain_scores_gemma":[0.8764061,0.0006420686,0.004331514,0.0003179716,0.1180907,0.0002115904],"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":[0.0001605965,0.0007786226,0.0141335,0.000005066554,0.0002020572,0.000002017244,0.0002554753,0.00008089381,0.00006884066,0.001213091,0.9394435,0.04365633],"study_design_scores_gemma":[0.0008259747,0.0001112086,0.0193859,0.0001011392,0.00005357396,0.00004204972,0.000398748,0.00001913412,0.00008256494,0.01931956,0.9595029,0.0001572044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.04694396,0.009671007,0.001034145,0.03486553,0.9001001,0.000445005,0.0001164968,0.00001455658,0.006809213],"genre_scores_gemma":[0.4072064,0.0004947594,0.004943784,0.01278976,0.1040735,0.0001332928,0.0001552375,0.00007374206,0.4701295],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7960266,"threshold_uncertainty_score":0.9990867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505059906075842,"score_gpt":0.4484285435632283,"score_spread":0.3933779445024699,"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."}}