{"id":"W4256279503","doi":"10.5539/hes.v10n1p144","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 10, No. 1","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission","keywords":"Tanzania; Higher education; Library science; University education; Strategic studies; Political science; Sociology; Media studies; Geography; Socioeconomics; Law","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":[0.07157662,0.003480157,0.004808406,0.01435112,0.007156331,0.01797839,0.006133216,0.01003951,0.1233745],"category_scores_gemma":[0.5062963,0.001469009,0.003394266,0.008502636,0.003447226,0.01083245,0.006246156,0.01102086,0.0799455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007708461,"about_ca_system_score_gemma":0.0197932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201115,"about_ca_topic_score_gemma":0.003238285,"domain_scores_codex":[0.9045157,0.02396265,0.01626626,0.006635208,0.04546386,0.003156276],"domain_scores_gemma":[0.2347677,0.04609807,0.02252386,0.0156327,0.663417,0.01756061],"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":[0.00001584908,0.000004570554,0.00007959486,0.0003741194,0.000007796441,0.00003261458,0.0001061876,0.00000785564,0.00002517845,0.0004057687,0.9896545,0.00928588],"study_design_scores_gemma":[0.00002478459,0.00001704749,0.0003231668,0.001491137,0.00002187681,0.0002054894,0.0003748647,0.0000708312,0.00005988427,0.0009716608,0.9964037,0.0000354898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001393946,0.005164755,0.001564218,0.1182049,0.8657548,0.0008222579,0.0006041155,0.0005583289,0.007187245],"genre_scores_gemma":[0.008718179,0.01651577,0.007566633,0.13436,0.6838858,0.005565898,0.002649906,0.00301228,0.1377255],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1233745,"threshold_uncertainty_score":0.4127288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935797568928545,"score_gpt":0.3818893024702601,"score_spread":0.1883095455774056,"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."}}