{"id":"W4293223444","doi":"10.5430/ijhe.v11n4p231","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 4, 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; Engineering ethics; Regional science; Sociology; Computer science; Engineering","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":[0.0231542,0.002214844,0.005041108,0.006007469,0.003867709,0.008643173,0.004468219,0.01526799,0.1236162],"category_scores_gemma":[0.2805268,0.001252771,0.003317387,0.002773869,0.002626696,0.005281301,0.002962005,0.01011644,0.09230233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003747026,"about_ca_system_score_gemma":0.00822115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783462,"about_ca_topic_score_gemma":0.007231767,"domain_scores_codex":[0.9705415,0.003983831,0.004754866,0.002050012,0.01725218,0.001417637],"domain_scores_gemma":[0.3113737,0.02252036,0.007873011,0.004746704,0.641083,0.01240319],"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":[0.00001945614,0.000002984421,0.0000406808,0.0001514144,0.000003284129,0.00003116224,0.0000105433,0.000005792303,0.0000228931,0.00005525739,0.9968507,0.002805893],"study_design_scores_gemma":[0.0001322011,0.0000459041,0.00078856,0.001451719,0.00004146702,0.0005419027,0.0001917096,0.0001825801,0.0002161158,0.0007501947,0.995567,0.00009076745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000107995,0.001747524,0.0006951892,0.1341886,0.8566246,0.0005050622,0.0006129979,0.0004787839,0.00503929],"genre_scores_gemma":[0.003202073,0.005015586,0.002038375,0.1649389,0.704938,0.002054423,0.001611272,0.0009779718,0.1152234],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1236162,"threshold_uncertainty_score":0.4135373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464418373747467,"score_gpt":0.4473754872256928,"score_spread":0.3927313034882182,"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."}}