{"id":"W4247570517","doi":"10.5539/hes.v5n3p82","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 5, No. 3","year":2015,"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":false,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Psychology; Medical education; Pedagogy; Library science; Political science; Computer 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":[0.0647622,0.002980173,0.005660123,0.009109129,0.007226193,0.01205177,0.006766024,0.02765816,0.0676088],"category_scores_gemma":[0.4910679,0.001924135,0.005162737,0.005905306,0.004205889,0.009065672,0.004910809,0.01973335,0.03170726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008920696,"about_ca_system_score_gemma":0.02017841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009523816,"about_ca_topic_score_gemma":0.01210437,"domain_scores_codex":[0.9393123,0.01484394,0.01653011,0.00323164,0.02328147,0.002800496],"domain_scores_gemma":[0.2524266,0.0685065,0.01501944,0.01144419,0.6423841,0.01021918],"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":[0.0000215756,0.000004406091,0.0000738728,0.0006951483,0.00001058353,0.00004991168,0.00009098902,0.000008945241,0.00003438397,0.0002090239,0.9953235,0.003477601],"study_design_scores_gemma":[0.0001447951,0.00002613338,0.0008763591,0.005149715,0.00008249179,0.0003790974,0.0006704396,0.0001749619,0.0001577512,0.001381392,0.9908641,0.00009272829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00009950977,0.002312939,0.0006900033,0.2487708,0.7450786,0.0004851063,0.0004018532,0.0002725766,0.001888665],"genre_scores_gemma":[0.004375159,0.00682505,0.003211493,0.4184834,0.5189678,0.003655864,0.000726182,0.0009537083,0.04280125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0676088,"threshold_uncertainty_score":0.3424993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2012435489354911,"score_gpt":0.4654921651433142,"score_spread":0.2642486162078231,"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."}}