{"id":"W4233877143","doi":"10.5539/hes.v6n1p192","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 6, No. 1","year":2016,"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; Pedagogy; 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":[0.09436237,0.004000122,0.00990307,0.0130178,0.006487101,0.01310267,0.008481361,0.023062,0.08975768],"category_scores_gemma":[0.6295719,0.002520694,0.007066531,0.008382265,0.004740646,0.01094181,0.006191505,0.01466294,0.03931382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025801,"about_ca_system_score_gemma":0.01944678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006884498,"about_ca_topic_score_gemma":0.009584167,"domain_scores_codex":[0.8846778,0.02972721,0.03686726,0.005790261,0.03934377,0.003593629],"domain_scores_gemma":[0.1757552,0.06807793,0.03170386,0.01249825,0.70348,0.008484778],"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":[0.00003825903,0.000004971727,0.00009648342,0.002529015,0.0000223078,0.00005654749,0.0001461461,0.0000104428,0.00003563974,0.0002059004,0.9912846,0.005569778],"study_design_scores_gemma":[0.0003865902,0.00004604594,0.000973434,0.01912187,0.0002008505,0.0005924029,0.0009381814,0.0001890015,0.0002208534,0.001652371,0.9755145,0.0001637575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001894615,0.008362924,0.001234124,0.2570783,0.7246984,0.002187683,0.001562466,0.0005261962,0.00416059],"genre_scores_gemma":[0.006946192,0.01603206,0.005588532,0.3556128,0.5397207,0.01669172,0.001951708,0.001734922,0.05572143],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09436237,"threshold_uncertainty_score":0.4990419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270681327294537,"score_gpt":0.4442521767824901,"score_spread":0.3171840440530364,"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."}}