{"id":"W4389154125","doi":"10.5539/hes.v13n4p235","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 13, No. 4","year":2023,"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; Library science; Pedagogy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06359938,0.004068648,0.01018798,0.01030109,0.006281241,0.01201724,0.008058156,0.02387032,0.09175611],"category_scores_gemma":[0.5451598,0.002399518,0.006349057,0.006198457,0.004527205,0.009076451,0.005416547,0.01359229,0.04300356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008470109,"about_ca_system_score_gemma":0.01742557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006715409,"about_ca_topic_score_gemma":0.008786921,"domain_scores_codex":[0.9188421,0.01809742,0.02413625,0.004105097,0.03182212,0.002997151],"domain_scores_gemma":[0.2064303,0.04992687,0.02257418,0.009719232,0.7029563,0.008393201],"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":[0.00003971146,0.000005142126,0.00009053285,0.00149908,0.00002033359,0.00006766805,0.00008415957,0.000009798652,0.00003705874,0.0001298842,0.9935318,0.004484848],"study_design_scores_gemma":[0.0004782469,0.00005401985,0.001124691,0.01167157,0.0002188478,0.000829031,0.0008234907,0.0002804913,0.000326865,0.001518015,0.9824833,0.000191452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002202241,0.005454611,0.00114324,0.2067967,0.7784848,0.001858615,0.001215645,0.0006393947,0.004186825],"genre_scores_gemma":[0.007329587,0.01373069,0.004988113,0.3281312,0.5542129,0.01287298,0.001815398,0.00174368,0.07517549],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9082439,"threshold_uncertainty_score":0.3363497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550022814824834,"score_gpt":0.4607686437286262,"score_spread":0.3057663622461428,"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."}}