{"id":"W4293729506","doi":"10.5539/hes.v12n3p188","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 12, No. 3","year":2022,"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; Library science; Psychology; Medical education; 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":[0.06455321,0.003963821,0.010233,0.009809933,0.006323766,0.01261174,0.007521209,0.02404636,0.09045389],"category_scores_gemma":[0.5353883,0.002330883,0.006458812,0.006396392,0.004495475,0.008803816,0.00512726,0.01408469,0.04452169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008100168,"about_ca_system_score_gemma":0.01688534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470189,"about_ca_topic_score_gemma":0.008483213,"domain_scores_codex":[0.9180971,0.01806566,0.02372938,0.004348012,0.0327512,0.003008696],"domain_scores_gemma":[0.2054676,0.04972347,0.02260298,0.009826562,0.7038156,0.008563865],"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":[0.00003878989,0.000004978956,0.0000838621,0.001434721,0.00001824879,0.0000634766,0.00008659335,0.000008797876,0.00003607876,0.0001276675,0.9934816,0.004615195],"study_design_scores_gemma":[0.0004603898,0.00005335567,0.001152416,0.01210394,0.0002062689,0.0009287907,0.0008080007,0.0002817163,0.0003159904,0.001554881,0.9819426,0.0001915246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002113881,0.006083345,0.001242872,0.2127178,0.7714725,0.001881604,0.001236966,0.000718139,0.004435376],"genre_scores_gemma":[0.007129613,0.01408435,0.004879528,0.3476707,0.5448025,0.01185928,0.001703667,0.001911949,0.0659583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09045389,"threshold_uncertainty_score":0.3413941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294425243631651,"score_gpt":0.4374861578373967,"score_spread":0.3080436334742316,"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."}}