{"id":"W4245152794","doi":"10.5539/hes.v7n2p119","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 7, No. 2","year":2017,"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; Medical education; Political science; Medicine; 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":[0.06707564,0.004102036,0.01019123,0.01019813,0.006068812,0.01328969,0.007992481,0.0260304,0.07951758],"category_scores_gemma":[0.572014,0.002474565,0.006877268,0.006366261,0.004635199,0.01089031,0.006184638,0.01557311,0.04292853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008695418,"about_ca_system_score_gemma":0.01813444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006190417,"about_ca_topic_score_gemma":0.008240617,"domain_scores_codex":[0.908645,0.02006412,0.02802682,0.004740641,0.03501442,0.003509053],"domain_scores_gemma":[0.1909757,0.05170579,0.02529109,0.01060054,0.7124684,0.008958327],"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":[0.00004045406,0.000005305243,0.00009278677,0.001874783,0.00002158799,0.00006881788,0.0001017884,0.000009823315,0.00003697006,0.0001522765,0.9931206,0.004474831],"study_design_scores_gemma":[0.0004881684,0.00005323191,0.001058402,0.01680497,0.0002143646,0.0009203431,0.001006413,0.0002551608,0.0003116237,0.001614209,0.9770793,0.0001938074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001986995,0.006609796,0.001088662,0.2311743,0.7533038,0.001795547,0.001279433,0.000583918,0.003965747],"genre_scores_gemma":[0.006305482,0.0135322,0.003924933,0.3623138,0.5476711,0.01142665,0.001664612,0.001665093,0.05149623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07951758,"threshold_uncertainty_score":0.3547341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639831922842213,"score_gpt":0.4746691099919372,"score_spread":0.3106859177077159,"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."}}