{"id":"W4214758529","doi":"10.5430/ijhe.v11n1p201","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 1, 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":[0.0241597,0.002227297,0.005170431,0.006197506,0.00391301,0.008699209,0.004505729,0.01553059,0.1222152],"category_scores_gemma":[0.2920934,0.001266232,0.003344008,0.002886345,0.00263882,0.005388612,0.002986991,0.01031888,0.09129982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003850741,"about_ca_system_score_gemma":0.00838887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877755,"about_ca_topic_score_gemma":0.007299084,"domain_scores_codex":[0.9691705,0.004209395,0.00511172,0.00215288,0.0178776,0.00147782],"domain_scores_gemma":[0.2998218,0.02379145,0.008166948,0.004824003,0.6513757,0.01202018],"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":[0.00001962738,0.000002990072,0.00003995075,0.0001627695,0.00000328269,0.00002960143,0.00001096572,0.000005632387,0.0000225578,0.00005647321,0.9968483,0.002797849],"study_design_scores_gemma":[0.0001315965,0.00004608928,0.000791249,0.001580793,0.0000417847,0.0005357485,0.000192103,0.0001719845,0.0002119157,0.000741273,0.9954641,0.00009126505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001048657,0.001822807,0.0006823193,0.1363861,0.8543667,0.0005138538,0.0006501485,0.0004706825,0.005002525],"genre_scores_gemma":[0.003126594,0.005277632,0.002056923,0.1718269,0.7011746,0.002149026,0.001696745,0.0009873062,0.1117042],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1222152,"threshold_uncertainty_score":0.4088506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479374689101392,"score_gpt":0.4476844081430361,"score_spread":0.3928906612520222,"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."}}