{"id":"W4251916044","doi":"10.5539/hes.v4n2p97","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 4, No. 2","year":2014,"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":"Mathematics education; Higher education; Psychology; Library science; Medical education; 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":[0.06433862,0.003235437,0.005764074,0.009743555,0.007457709,0.01260234,0.00686646,0.0272817,0.06809526],"category_scores_gemma":[0.4973741,0.002075185,0.004832521,0.005947959,0.004188369,0.0100182,0.005304966,0.01979367,0.03239384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008705317,"about_ca_system_score_gemma":0.01944856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009354264,"about_ca_topic_score_gemma":0.01186767,"domain_scores_codex":[0.9376736,0.01572345,0.01593077,0.003479264,0.02433281,0.002860075],"domain_scores_gemma":[0.2474132,0.06891254,0.01401875,0.01181277,0.6475375,0.01030514],"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":[0.00002033304,0.000004373322,0.00006585078,0.0006108049,0.000009306542,0.0000465178,0.00008604505,0.000008317417,0.00003570274,0.0001847183,0.9958375,0.003090574],"study_design_scores_gemma":[0.0001390379,0.0000268404,0.0008546571,0.004376812,0.00007177166,0.0003603429,0.0006713634,0.000166063,0.0001527171,0.001215137,0.9918737,0.00009160986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009271385,0.002185202,0.0006052671,0.244337,0.7499782,0.0004200623,0.0003724445,0.0002526644,0.001756447],"genre_scores_gemma":[0.003759199,0.006045187,0.002829455,0.39145,0.5455011,0.003412874,0.0007187108,0.0009309692,0.04535255],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06809526,"threshold_uncertainty_score":0.3402593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068753256069391,"score_gpt":0.4375076729715468,"score_spread":0.3306323473646077,"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."}}