{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02371731,0.002207571,0.005079423,0.005989904,0.003898665,0.008747038,0.004455999,0.01519684,0.1218114],"category_scores_gemma":[0.2817458,0.001245877,0.003350226,0.002814921,0.002630246,0.005223309,0.002951605,0.01013912,0.09152537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003764729,"about_ca_system_score_gemma":0.008296701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806653,"about_ca_topic_score_gemma":0.00728276,"domain_scores_codex":[0.9699896,0.004041272,0.00486289,0.002084627,0.01759183,0.001429719],"domain_scores_gemma":[0.3071082,0.02258141,0.008023802,0.004775138,0.6451945,0.01231694],"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":[0.00001939031,0.000002963991,0.00004113981,0.0001534592,0.000003326998,0.00003114171,0.00001082619,0.000005773491,0.00002308866,0.00005586515,0.9968345,0.002818621],"study_design_scores_gemma":[0.0001304063,0.00004512105,0.0007900281,0.00148457,0.00004189112,0.0005460559,0.0001916474,0.0001844025,0.0002169672,0.0007535367,0.9955251,0.00009027632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001084567,0.001782726,0.0007120124,0.1332759,0.857403,0.0005172475,0.0006265871,0.0004865793,0.005087427],"genre_scores_gemma":[0.00325622,0.005109753,0.002067396,0.1675088,0.703905,0.002086326,0.001629903,0.001002815,0.1134337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1218114,"threshold_uncertainty_score":0.4074997,"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."}}