{"id":"W4233195611","doi":"10.5539/hes.v6n3p157","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 6, No. 3","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; Library science; Psychology; Political science; Computer science","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":[0.07055581,0.004091461,0.01023131,0.009749188,0.006086816,0.01298403,0.007853871,0.02496429,0.07747084],"category_scores_gemma":[0.5751797,0.002400292,0.007145654,0.006328136,0.00481067,0.00994435,0.005679831,0.01498838,0.03981584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008714775,"about_ca_system_score_gemma":0.01725314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006446416,"about_ca_topic_score_gemma":0.008303192,"domain_scores_codex":[0.9098055,0.02025372,0.02845658,0.004647848,0.03354412,0.003292188],"domain_scores_gemma":[0.1957634,0.05284386,0.02862824,0.01108501,0.7027019,0.00897752],"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":[0.00004941855,0.00000586516,0.0001144872,0.002166345,0.00002538905,0.00008129742,0.0001268917,0.00001171964,0.00004381428,0.0001727942,0.9916706,0.005531487],"study_design_scores_gemma":[0.00051451,0.00005686197,0.001156853,0.01749231,0.0002482594,0.0009631117,0.0009888671,0.0002957424,0.0003427516,0.001797093,0.9759408,0.0002028195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002267682,0.00681965,0.001312927,0.2260737,0.7576367,0.002056139,0.00128266,0.0006695042,0.003921996],"genre_scores_gemma":[0.007899121,0.014668,0.005071648,0.3594621,0.5431489,0.01240307,0.001626717,0.001880427,0.05384003],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07747084,"threshold_uncertainty_score":0.3731393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248989493577701,"score_gpt":0.443640485213845,"score_spread":0.3187415358560749,"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."}}