{"id":"W4251712221","doi":"10.5539/hes.v11n1p191","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 11, No. 1","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":"Mathematics education; Higher education; Psychology; Pedagogy; Political 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":[0.06703801,0.00370038,0.009037371,0.01042283,0.006707811,0.01269414,0.007576445,0.02431011,0.1068009],"category_scores_gemma":[0.5439465,0.002282614,0.005546173,0.006383677,0.003976861,0.009374205,0.005507205,0.01448078,0.05186624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009043667,"about_ca_system_score_gemma":0.01748256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007391611,"about_ca_topic_score_gemma":0.01076422,"domain_scores_codex":[0.9151686,0.01974747,0.02371757,0.004405707,0.03374251,0.003218192],"domain_scores_gemma":[0.2265539,0.06135248,0.021967,0.009171704,0.6721377,0.008817153],"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":[0.00002883495,0.000003868208,0.00005576117,0.001214361,0.00001073904,0.00003862563,0.00005665727,0.000006666363,0.00002246621,0.0001029237,0.9948159,0.003643206],"study_design_scores_gemma":[0.0003388282,0.00004916684,0.0009827696,0.01112569,0.000131278,0.0005608631,0.0006266029,0.0001674326,0.0001893445,0.001099413,0.9845827,0.0001460007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001299554,0.005376851,0.0007563682,0.2344775,0.7518396,0.001502273,0.001262659,0.0004567612,0.00419792],"genre_scores_gemma":[0.004730628,0.01370914,0.003252921,0.3689411,0.5235642,0.01095934,0.002164907,0.00130754,0.07137019],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1068009,"threshold_uncertainty_score":0.3572847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298787958173937,"score_gpt":0.4481290297447606,"score_spread":0.3182502339273668,"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."}}