{"id":"W4250930222","doi":"10.5539/hes.v10n3p133","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 10, No. 3","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":"China; Library science; Sri lanka; Political science; Sociology; History; Ancient history; South asia; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05622449,0.003047215,0.003810819,0.01102601,0.006062628,0.01613788,0.0051653,0.007789925,0.1196033],"category_scores_gemma":[0.4232271,0.001148678,0.003166495,0.006536778,0.003027692,0.008600353,0.00532068,0.009239065,0.08178048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006759265,"about_ca_system_score_gemma":0.01704196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696883,"about_ca_topic_score_gemma":0.002732472,"domain_scores_codex":[0.9260154,0.01821287,0.01185217,0.005059928,0.03641573,0.002443816],"domain_scores_gemma":[0.2897309,0.03947466,0.01960528,0.01530511,0.6169237,0.01896035],"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":[0.00001596412,0.00000439483,0.0000947756,0.000286156,0.000008058376,0.00003471732,0.00009591939,0.000008011052,0.00003424498,0.0004587669,0.9882511,0.01070788],"study_design_scores_gemma":[0.00002169417,0.00001597919,0.0003271578,0.001135568,0.0000205006,0.0002397727,0.0003353021,0.00007654671,0.00007104188,0.001051908,0.9966737,0.00003077065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001894213,0.005528988,0.002367571,0.1205299,0.8595174,0.0008049126,0.000565132,0.0007306412,0.009766021],"genre_scores_gemma":[0.01144354,0.01585211,0.008892101,0.1341118,0.6546544,0.004502399,0.002329029,0.00343633,0.1647783],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1196033,"threshold_uncertainty_score":0.4001129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477411545956945,"score_gpt":0.4354029347952091,"score_spread":0.2876617801995147,"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."}}