{"id":"W4255644449","doi":"10.5539/hes.v5n2p74","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 5, No. 2","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; Library science; Pedagogy; 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":[0.06705274,0.003218252,0.005853814,0.009903038,0.007385197,0.01279847,0.006901978,0.02761417,0.0683535],"category_scores_gemma":[0.5087537,0.002070955,0.004918163,0.006024113,0.004138352,0.01008953,0.00536073,0.01988237,0.03234183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008882716,"about_ca_system_score_gemma":0.01956213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009049524,"about_ca_topic_score_gemma":0.01177398,"domain_scores_codex":[0.934153,0.01661965,0.01747929,0.003589099,0.02521531,0.002943708],"domain_scores_gemma":[0.243533,0.07057147,0.01489834,0.01195041,0.6488003,0.01024644],"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":[0.00002167102,0.000004446301,0.00006763632,0.0007004303,0.00001043401,0.00004811136,0.00009207605,0.000008604859,0.00003477054,0.0001996267,0.995613,0.003199219],"study_design_scores_gemma":[0.0001459744,0.00002763765,0.0008568875,0.005086057,0.00007753115,0.0003673328,0.0006827912,0.0001666625,0.0001499567,0.001243083,0.9911026,0.00009342992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0000904207,0.002359814,0.0006145331,0.2409569,0.7531404,0.0004340171,0.0003960195,0.0002457208,0.001762236],"genre_scores_gemma":[0.00392921,0.006397021,0.002880263,0.3965876,0.5413997,0.00352579,0.0007446301,0.000892175,0.04364366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0683535,"threshold_uncertainty_score":0.354613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1984215079487177,"score_gpt":0.4653555035883971,"score_spread":0.2669339956396793,"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."}}