{"id":"W4307259724","doi":"10.5430/ijhe.v11n5p223","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 5, 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; History; 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02322807,0.002189424,0.005015371,0.00598491,0.003867932,0.008705873,0.004431375,0.01552942,0.1249999],"category_scores_gemma":[0.2792554,0.001246224,0.003310328,0.002770583,0.002596006,0.005288804,0.002952636,0.0101185,0.09303477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003763604,"about_ca_system_score_gemma":0.008190125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751614,"about_ca_topic_score_gemma":0.007224948,"domain_scores_codex":[0.9702187,0.004014756,0.004831855,0.002070328,0.01742726,0.001436999],"domain_scores_gemma":[0.3159316,0.02255289,0.00803718,0.004673386,0.6361909,0.01261406],"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":[0.00001950394,0.000002991923,0.00004000786,0.0001518843,0.000003275468,0.00003119091,0.00001043943,0.000005652366,0.0000220718,0.00005610805,0.9968604,0.002796538],"study_design_scores_gemma":[0.0001311128,0.00004631262,0.0007892496,0.001493615,0.00004112238,0.0005430896,0.0001892654,0.0001782531,0.0002114754,0.0007376233,0.9955496,0.00008931496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001057182,0.00176308,0.0006822665,0.1342194,0.8565637,0.0004999613,0.0006120256,0.0004715878,0.005082289],"genre_scores_gemma":[0.003202196,0.005032818,0.00200127,0.1690521,0.7013273,0.001993735,0.001614084,0.0009464351,0.1148301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9912941,"threshold_uncertainty_score":0.4181663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504366331468811,"score_gpt":0.44841873730801,"score_spread":0.3933750739933218,"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."}}