{"id":"W4245425520","doi":"10.5539/hes.v6n4p197","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 6, No. 4","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":"Mathematics education; Higher 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":[0.06973168,0.004131819,0.01021102,0.01009087,0.006067967,0.01254631,0.007991941,0.02489736,0.0779893],"category_scores_gemma":[0.5802097,0.002457218,0.007026528,0.006136434,0.004744828,0.01040088,0.00582782,0.01487043,0.03832425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008729463,"about_ca_system_score_gemma":0.01704033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006500237,"about_ca_topic_score_gemma":0.008393703,"domain_scores_codex":[0.9113135,0.02039888,0.02818778,0.004472509,0.0323628,0.003264673],"domain_scores_gemma":[0.1994265,0.05417736,0.02866789,0.01111378,0.6975869,0.009027504],"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":[0.0000516484,0.000006105186,0.0001192931,0.002314896,0.00002635978,0.00008226029,0.0001270138,0.00001216058,0.00004554674,0.0001700717,0.991492,0.005552666],"study_design_scores_gemma":[0.0005313521,0.0000595586,0.001179356,0.01719732,0.0002518185,0.0009031827,0.001024226,0.0002877207,0.0003404421,0.001734753,0.9762839,0.0002063065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000232371,0.00663995,0.001200978,0.2266663,0.7577484,0.001981675,0.001271026,0.0006113007,0.003648016],"genre_scores_gemma":[0.007780552,0.01442481,0.005039971,0.3468945,0.5527853,0.01294454,0.001648604,0.001722047,0.05675957],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0779893,"threshold_uncertainty_score":0.3687807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258037226301666,"score_gpt":0.4441642014309936,"score_spread":0.3183604788008269,"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."}}