{"id":"W4281684203","doi":"10.5539/hes.v12n2p208","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 12, No. 2","year":2022,"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; Pedagogy; Library science; 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":[0.06555837,0.004301996,0.01054101,0.01072462,0.006329054,0.0130139,0.007604959,0.02401893,0.09399594],"category_scores_gemma":[0.5441461,0.002526216,0.006011184,0.006467655,0.004266006,0.009946031,0.005538982,0.01394974,0.04513664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007610629,"about_ca_system_score_gemma":0.0158483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826626,"about_ca_topic_score_gemma":0.007834514,"domain_scores_codex":[0.9140636,0.01967829,0.02447333,0.004766215,0.03395915,0.003059393],"domain_scores_gemma":[0.2085118,0.05311799,0.02242831,0.01033173,0.6967279,0.00888214],"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":[0.0000379243,0.000005037768,0.00007265024,0.001492291,0.00001746816,0.00005826515,0.0000823053,0.000008052396,0.00003572566,0.0001155794,0.9937995,0.004275146],"study_design_scores_gemma":[0.0004524655,0.00005694299,0.001110503,0.01195783,0.0001872719,0.0008625249,0.0007930471,0.0002548899,0.0002879055,0.001320488,0.9825301,0.0001860124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001839817,0.006229078,0.001052677,0.2021583,0.7829004,0.00162644,0.00120172,0.0006181169,0.004029268],"genre_scores_gemma":[0.005946951,0.01330127,0.004168782,0.3202842,0.5759969,0.0110571,0.00170816,0.001709993,0.06582662],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09399594,"threshold_uncertainty_score":0.34671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274741741800218,"score_gpt":0.437347907609902,"score_spread":0.3098737334298802,"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."}}