{"id":"W4246969923","doi":"10.5539/hes.v9n2p166","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 9, No. 2","year":2019,"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; University education; Political science; Sociology; 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":[0.06306916,0.003121587,0.004060315,0.01129849,0.00592621,0.01575256,0.005199227,0.008458738,0.1117606],"category_scores_gemma":[0.4621644,0.001225157,0.003185803,0.006128428,0.002746913,0.008850651,0.005555971,0.008778445,0.06838356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006339943,"about_ca_system_score_gemma":0.01617165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603728,"about_ca_topic_score_gemma":0.002549184,"domain_scores_codex":[0.9203732,0.02087342,0.01310923,0.005450358,0.03753532,0.002658562],"domain_scores_gemma":[0.2840979,0.04183929,0.01916714,0.01503939,0.6220076,0.01784866],"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":[0.00001794668,0.000004506624,0.00009153284,0.0003542998,0.000008446014,0.00003419041,0.0001010344,0.000007531365,0.00003441729,0.0004198378,0.9893722,0.009553977],"study_design_scores_gemma":[0.00002920775,0.00001783154,0.000389676,0.001394347,0.00002266859,0.0002393854,0.0003563001,0.00007897693,0.00007587983,0.001003922,0.996358,0.00003365825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001950092,0.005152526,0.002087861,0.1236072,0.8587123,0.0009457147,0.0006140698,0.0005898683,0.008095377],"genre_scores_gemma":[0.01135358,0.01394895,0.008562565,0.1417928,0.6633337,0.006069779,0.002532234,0.003050584,0.1493559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1117606,"threshold_uncertainty_score":0.3738765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08864936344695334,"score_gpt":0.4270287543894893,"score_spread":0.338379390942536,"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."}}