{"id":"W4200326654","doi":"10.5539/hes.v11n4p128","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 11, No. 4","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; Library science; Psychology; Medical education; Pedagogy; Sociology; 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":[0.05648993,0.003730873,0.00860601,0.009655287,0.006293363,0.01205134,0.0077344,0.02511428,0.1103974],"category_scores_gemma":[0.496459,0.002194833,0.005674026,0.005744691,0.004029709,0.0090002,0.005245292,0.01408254,0.05331736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008614473,"about_ca_system_score_gemma":0.01635688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746203,"about_ca_topic_score_gemma":0.01099152,"domain_scores_codex":[0.9281637,0.01593313,0.01989266,0.003494989,0.02956511,0.002950442],"domain_scores_gemma":[0.2568772,0.05195383,0.02006212,0.008629171,0.6533843,0.009093311],"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":[0.00002941502,0.000003708994,0.00005691617,0.001035227,0.00001085606,0.00004474317,0.00004743779,0.000006573669,0.00002353625,0.00009676017,0.9952578,0.003386985],"study_design_scores_gemma":[0.0003694401,0.00004847752,0.0009671954,0.009400395,0.0001368668,0.0005910647,0.000601318,0.0001854994,0.0002072259,0.001126381,0.9862196,0.0001465147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001341703,0.004609777,0.000742089,0.2173128,0.7699771,0.001388194,0.001075631,0.0004666673,0.004293483],"genre_scores_gemma":[0.004945858,0.01228078,0.003236264,0.3564387,0.5251724,0.009939073,0.001925249,0.001273456,0.08478833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1103974,"threshold_uncertainty_score":0.369316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285892572953631,"score_gpt":0.4480397615471634,"score_spread":0.3194505042518003,"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."}}