{"id":"W4200573922","doi":"10.5430/ijhe.v10n6p259","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 10, No. 6, 2021","year":2021,"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; Medical education; Medicine; 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":[0.02373979,0.002212297,0.005160473,0.005864216,0.003795974,0.008764391,0.004600425,0.01585105,0.1250061],"category_scores_gemma":[0.2822771,0.00128174,0.003345927,0.002741328,0.002640431,0.005426167,0.002949473,0.01089738,0.09972183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031827,"about_ca_system_score_gemma":0.008855437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903753,"about_ca_topic_score_gemma":0.007746691,"domain_scores_codex":[0.9705461,0.004106782,0.004935732,0.002093682,0.01683241,0.001485343],"domain_scores_gemma":[0.3096271,0.02341693,0.008835596,0.004610764,0.6400898,0.01341978],"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":[0.00002020659,0.000003217466,0.00004231471,0.0001654037,0.000003061537,0.00002876636,0.0000101441,0.000005997189,0.00002106901,0.0000532023,0.9966628,0.0029839],"study_design_scores_gemma":[0.0001347009,0.00004610369,0.0008278958,0.001651125,0.00003994724,0.0004959507,0.000176944,0.0001722041,0.0001984517,0.0007398639,0.9954269,0.00008986107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000105652,0.001886866,0.0006315516,0.1465837,0.8441055,0.0005149604,0.0006815701,0.0004734805,0.005016627],"genre_scores_gemma":[0.002977026,0.005680126,0.002020551,0.1757457,0.6981028,0.002125858,0.001798506,0.0009548582,0.1105947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1250061,"threshold_uncertainty_score":0.418187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938050331244536,"score_gpt":0.4576138842219603,"score_spread":0.3982333809095149,"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."}}