{"id":"W4312168051","doi":"10.5430/ijhe.v11n6p169","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 11, No. 6, 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; 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":[0.02330023,0.002195498,0.005066614,0.005954201,0.003844618,0.008648412,0.004467879,0.01533572,0.1227842],"category_scores_gemma":[0.2821572,0.001244385,0.003310124,0.002777559,0.002619867,0.005283634,0.002955072,0.01027015,0.09362904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687159,"about_ca_system_score_gemma":0.008083725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726714,"about_ca_topic_score_gemma":0.007164185,"domain_scores_codex":[0.9701093,0.004014546,0.004877966,0.002066977,0.01751443,0.001416755],"domain_scores_gemma":[0.3099586,0.02273436,0.008049813,0.004758026,0.6420449,0.01245429],"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":[0.00001948542,0.000002991502,0.00003992064,0.0001518164,0.000003228357,0.00003076285,0.00001057237,0.000005673042,0.00002262276,0.00005581962,0.9968249,0.002832256],"study_design_scores_gemma":[0.00012858,0.00004521178,0.0007683818,0.001456986,0.00004002189,0.0005329534,0.0001872049,0.0001775635,0.0002097653,0.0007304428,0.9956345,0.00008842933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001047311,0.001766196,0.0006844837,0.1351772,0.8556533,0.000493147,0.00060914,0.0004776113,0.005034128],"genre_scores_gemma":[0.003107122,0.005045609,0.002033337,0.1669506,0.7052174,0.001996401,0.001602253,0.0009598819,0.1130875],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1227842,"threshold_uncertainty_score":0.4107541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501282896207134,"score_gpt":0.4484099506463552,"score_spread":0.3933971216842839,"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."}}