{"id":"W4386243601","doi":"10.5539/hes.v13n3p162","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 13, No. 3","year":2023,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Psychology; Medical education; Library science; Computer science; Political science; Medicine","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":[0.06513437,0.004017348,0.01020956,0.009718861,0.006344754,0.01263307,0.007738741,0.02393585,0.09027919],"category_scores_gemma":[0.5366513,0.002320782,0.006532339,0.006458641,0.004573017,0.008616318,0.005220658,0.01396545,0.04495071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008370304,"about_ca_system_score_gemma":0.01759796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686045,"about_ca_topic_score_gemma":0.008754123,"domain_scores_codex":[0.9171371,0.01782267,0.02430047,0.004328024,0.03338519,0.00302644],"domain_scores_gemma":[0.2030122,0.04857765,0.02242122,0.009719219,0.7078548,0.008414974],"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":[0.00003772657,0.000004961328,0.00008611396,0.001386408,0.00001893039,0.00006585695,0.00008474736,0.000009218081,0.000035697,0.0001297937,0.9936587,0.004481838],"study_design_scores_gemma":[0.0004716061,0.00005279489,0.001155535,0.01219349,0.000213279,0.0009294107,0.0008215048,0.0002981136,0.0003361169,0.001587659,0.9817477,0.0001928051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002201897,0.005777717,0.001305619,0.2103185,0.773697,0.00203315,0.00127478,0.0007406294,0.004632542],"genre_scores_gemma":[0.007584414,0.01420448,0.005079993,0.350897,0.5371891,0.01252632,0.001816425,0.001995935,0.06870632],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09027919,"threshold_uncertainty_score":0.3444676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15392730194047,"score_gpt":0.4602427956337033,"score_spread":0.3063154936932334,"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."}}