{"id":"W4392053948","doi":"10.5430/ijhe.v13n1p69","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 13, No. 1, 2024","year":2024,"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; Engineering; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004419624,0.0002227973,0.0003988495,0.001511127,0.00006947383,0.002312306,0.004383202,0.0001652811,0.01344477],"category_scores_gemma":[0.02771829,0.0001619043,0.0004725883,0.0005821091,0.0001011718,0.004297995,0.0002043182,0.0006126261,0.0007623528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055518,"about_ca_system_score_gemma":0.002922954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001552105,"about_ca_topic_score_gemma":0.000002990653,"domain_scores_codex":[0.9937754,0.0001891882,0.002332379,0.0003397168,0.003159238,0.0002041203],"domain_scores_gemma":[0.8809644,0.0007600405,0.001907416,0.0002576973,0.115895,0.0002154118],"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":[0.00008419865,0.0003380678,0.003293957,0.00001724001,0.0003306413,0.000003212932,0.0002396379,0.00001884814,0.00004456771,0.001730316,0.8861032,0.1077962],"study_design_scores_gemma":[0.0004119654,0.00007265388,0.009815227,0.0007315049,0.00008132716,0.00003806501,0.0001658923,0.00004158607,0.0001043399,0.03386083,0.9545228,0.0001538046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.009953587,0.02723088,0.00198535,0.03353447,0.9134252,0.0002880328,0.00005607884,0.00001871013,0.01350769],"genre_scores_gemma":[0.2130832,0.00121566,0.004248534,0.005037939,0.1450866,0.00004007043,0.0000593366,0.000062208,0.6311665],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7683386,"threshold_uncertainty_score":0.9987234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759773336336927,"score_gpt":0.4657582679640417,"score_spread":0.4081605346006725,"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."}}