{"id":"W4236214743","doi":"10.11114/jets.v7i3.4100","title":"Reviewer Acknowledgements","year":2019,"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":"Library science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001073503,0.00003700202,0.000137428,0.00005196184,0.0001236762,0.00002177096,0.00006068441,0.00001536575,0.0003225754],"category_scores_gemma":[0.002587974,0.00003079081,0.00002548155,0.00005085631,0.00006540409,0.0001434058,0.00001099529,0.00005349712,0.00008177003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007761405,"about_ca_system_score_gemma":0.0004388213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001056782,"about_ca_topic_score_gemma":0.000006009434,"domain_scores_codex":[0.9995399,0.00005145358,0.0001901653,0.00004679147,0.00009584915,0.00007580442],"domain_scores_gemma":[0.9983299,0.0001179511,0.0001850118,0.00002890536,0.001300678,0.00003760135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002643965,0.00006561026,0.07902152,0.00004625877,0.0002152617,1.604884e-7,0.4201915,2.513432e-7,0.000003581165,0.003062588,0.2437477,0.2536429],"study_design_scores_gemma":[0.0001355883,0.00001848782,0.01906339,0.0001454724,0.00001582009,4.185994e-7,0.2469749,7.968089e-8,0.000001614867,0.001784093,0.7318156,0.00004458162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882686,0.01467446,0.000003630819,0.003024735,0.02663044,0.0001194622,1.455996e-7,0.000006533594,0.06727196],"genre_scores_gemma":[0.9389274,0.01335396,0.003409793,0.001406888,0.002763096,0.000006296993,2.955567e-7,0.000007539993,0.04012481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4880678,"threshold_uncertainty_score":0.3531974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09190044908610773,"score_gpt":0.4220391818270361,"score_spread":0.3301387327409284,"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."}}