{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02303541,0.002178318,0.005025733,0.005909013,0.00385373,0.008702943,0.00444634,0.0153054,0.1245102],"category_scores_gemma":[0.2802951,0.001232429,0.003281028,0.002798378,0.0026156,0.005255664,0.002943252,0.01024568,0.09602698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691429,"about_ca_system_score_gemma":0.008249309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812005,"about_ca_topic_score_gemma":0.007296085,"domain_scores_codex":[0.9699192,0.003979989,0.004764007,0.002071078,0.01783032,0.001435378],"domain_scores_gemma":[0.3057174,0.02242712,0.007684168,0.004658018,0.647154,0.01235922],"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":[0.00001857683,0.000002928683,0.00003878578,0.0001420584,0.000003115296,0.00002989813,0.000010137,0.000005505234,0.00002194483,0.000056014,0.9969249,0.002746246],"study_design_scores_gemma":[0.0001237575,0.00004383386,0.0007495165,0.001393893,0.00003888976,0.0005107063,0.0001856182,0.0001759698,0.0002082494,0.0007260899,0.9957557,0.00008771443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001059305,0.001713335,0.0006972975,0.1348462,0.8557523,0.0004949807,0.0006242972,0.0004900579,0.005275609],"genre_scores_gemma":[0.003169137,0.004960459,0.002044212,0.1668491,0.6993395,0.00200406,0.001667809,0.00100379,0.118962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1245102,"threshold_uncertainty_score":0.4165281,"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."}}