{"id":"W4210469136","doi":"10.5539/hes.v11n3p177","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 11, No. 3","year":2021,"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; Medical education; Psychology; Pedagogy; Library science; 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":[0.05794799,0.003691564,0.008687653,0.009287895,0.006353649,0.01248125,0.007521451,0.02537191,0.1082697],"category_scores_gemma":[0.4906179,0.002128355,0.005841548,0.005938896,0.00408085,0.008528979,0.005012495,0.01418064,0.05447892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008557796,"about_ca_system_score_gemma":0.01653252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007687836,"about_ca_topic_score_gemma":0.01083925,"domain_scores_codex":[0.9267064,0.01579622,0.02017046,0.003661224,0.03071045,0.002955237],"domain_scores_gemma":[0.2523,0.05048006,0.02021395,0.008658705,0.659329,0.009018354],"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":[0.00002831169,0.000003607672,0.00005478454,0.000983387,0.00001041252,0.00004431856,0.0000487261,0.000006323479,0.00002349354,0.00009796092,0.9952923,0.00340637],"study_design_scores_gemma":[0.0003628812,0.00004634769,0.0009686426,0.009783354,0.0001345552,0.0006464176,0.0005890034,0.0001971796,0.0002150199,0.001190891,0.9857191,0.0001465846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001352543,0.004809897,0.0008536855,0.2169293,0.7693532,0.001544593,0.001123056,0.0005394432,0.004711753],"genre_scores_gemma":[0.005121307,0.0126093,0.003352825,0.3720548,0.5143402,0.009952166,0.001898538,0.001436912,0.07923403],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1082697,"threshold_uncertainty_score":0.3621981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276690443860776,"score_gpt":0.4475160523843225,"score_spread":0.3198470079982449,"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."}}