{"id":"W4238297545","doi":"10.5539/hes.v10n2p197","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 10, No. 2","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Higher education; China; Sociology; Political science; Media studies; 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":[0.05823119,0.003316703,0.004059137,0.01211709,0.006395686,0.01691971,0.005359037,0.008155805,0.1179977],"category_scores_gemma":[0.4457622,0.001256517,0.003026682,0.007195678,0.00301504,0.009624958,0.005593979,0.009503911,0.07413825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0066992,"about_ca_system_score_gemma":0.01734135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914876,"about_ca_topic_score_gemma":0.003043809,"domain_scores_codex":[0.9221031,0.01909571,0.01205533,0.005295813,0.03884227,0.002607875],"domain_scores_gemma":[0.2751743,0.03736635,0.01792273,0.01418355,0.6386707,0.0166823],"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":[0.00001383079,0.000003993781,0.00007756059,0.0002731816,0.000007027872,0.00003122887,0.00009255534,0.000006909696,0.00002739155,0.0003779565,0.9906719,0.008416362],"study_design_scores_gemma":[0.00002168319,0.00001577477,0.0003338215,0.001163925,0.00001969782,0.0002089761,0.0003540374,0.00007233075,0.00006654212,0.0008683379,0.9968432,0.00003176884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000160067,0.004792668,0.001829074,0.1122651,0.8706248,0.000789942,0.0005984466,0.0006154428,0.008324486],"genre_scores_gemma":[0.00975778,0.01398673,0.00758295,0.1290485,0.6727522,0.004810667,0.002498658,0.002921779,0.1566408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1179977,"threshold_uncertainty_score":0.3947415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453941727685322,"score_gpt":0.4352539638173881,"score_spread":0.2898597910488558,"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."}}