{"id":"W4250860315","doi":"10.5539/hes.v8n3p113","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 8, No. 3","year":2018,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Strategic studies; Higher education; University education; Sociology; Open university; Media studies; Distance education; Political science; Pedagogy; 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":[0.08043189,0.003240913,0.004462529,0.01054135,0.006111267,0.01477082,0.005784559,0.009635326,0.0889444],"category_scores_gemma":[0.5455061,0.001283711,0.003695659,0.006082804,0.003430972,0.008614973,0.005595651,0.01067086,0.04879809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007557187,"about_ca_system_score_gemma":0.01973229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998156,"about_ca_topic_score_gemma":0.002896704,"domain_scores_codex":[0.9052529,0.02720919,0.01756269,0.005998662,0.04085008,0.003126391],"domain_scores_gemma":[0.2302519,0.05156614,0.02293541,0.01507183,0.6646439,0.01553082],"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":[0.00002487325,0.000004905351,0.0001110572,0.0005358896,0.00001135834,0.00003731262,0.0001520907,0.000008366817,0.0000348968,0.0004541725,0.9877048,0.01092038],"study_design_scores_gemma":[0.00004976293,0.00002256325,0.0004810363,0.002932634,0.00003849149,0.0003237606,0.0005395397,0.0001071924,0.00009825623,0.001417248,0.9939427,0.00004672027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002090081,0.005312267,0.0025197,0.1520655,0.8310069,0.001302455,0.0006093506,0.0006239712,0.006350921],"genre_scores_gemma":[0.01248507,0.01468124,0.01058257,0.2096351,0.6390966,0.009735811,0.002125313,0.002984631,0.09867373],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0889444,"threshold_uncertainty_score":0.4253696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899214409407775,"score_gpt":0.3505177210746251,"score_spread":0.2915255769805473,"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."}}