{"id":"W4232419084","doi":"10.11114/jets.v5i5.2392","title":"Reviewer Acknowledgements","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technical university; Library science; University hospital; Medicine; Family medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001253373,0.00003700511,0.0001310065,0.00003603373,0.0008417144,0.00008384585,0.0001308734,0.00001539593,0.00009224417],"category_scores_gemma":[0.01110561,0.00003086136,0.00002576677,0.00001341059,0.0002025579,0.0002398692,0.00002155139,0.00005240508,0.00001770946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006271905,"about_ca_system_score_gemma":0.0004278782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002907263,"about_ca_topic_score_gemma":0.0000253415,"domain_scores_codex":[0.9995774,0.00003855574,0.0001758259,0.00004455812,0.00008836181,0.0000752968],"domain_scores_gemma":[0.9979717,0.00007552584,0.0003774312,0.00005714149,0.001473338,0.00004482672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001659088,0.00004558901,0.04497643,0.00002053043,0.0001649943,3.349527e-7,0.2560058,3.374232e-8,9.943707e-7,0.002242376,0.2383381,0.4582032],"study_design_scores_gemma":[0.0001453551,0.0000127699,0.08236483,0.0001755317,0.00002498082,4.856395e-7,0.1535471,5.262403e-8,0.000001899152,0.004043291,0.7596341,0.00004960079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7301175,0.0238215,0.0000130538,0.01710297,0.05703617,0.0001644154,4.152243e-7,0.00001094084,0.171733],"genre_scores_gemma":[0.9530137,0.01797992,0.003569196,0.00068158,0.00433592,0.000006633677,1.367245e-7,0.000005762088,0.0204072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.521296,"threshold_uncertainty_score":0.9972243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709877696067441,"score_gpt":0.4702305558732551,"score_spread":0.299242786266511,"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."}}