{"id":"W4251984230","doi":"10.5539/ies.v7n5p161","title":"Reviewer Acknowledgements for International Education Studies, Vol. 7, No. 5","year":2014,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pedagogy; Mathematics education; Comparative education; Higher education; Psychology; 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":[0.04109977,0.002442481,0.004448779,0.009089193,0.0064322,0.0106042,0.00572878,0.02302903,0.06746724],"category_scores_gemma":[0.3994485,0.001628843,0.003717134,0.004981953,0.003796502,0.008024677,0.004138495,0.01786652,0.03278539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006674553,"about_ca_system_score_gemma":0.01547453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009825671,"about_ca_topic_score_gemma":0.01223858,"domain_scores_codex":[0.9603555,0.00843442,0.00881974,0.002320429,0.01821581,0.001854136],"domain_scores_gemma":[0.3326153,0.04864592,0.01076927,0.008122035,0.5906256,0.009221899],"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":[0.00001350866,0.000003243007,0.0000528638,0.0003602092,0.000005511135,0.00004139419,0.00006402318,0.000007160549,0.0000251477,0.0001797096,0.996128,0.003119301],"study_design_scores_gemma":[0.00006219315,0.00001742994,0.0005774568,0.002845233,0.00004056324,0.0002871827,0.0005333362,0.0001314527,0.0001179568,0.0008875578,0.9944402,0.00005945643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00008460711,0.001859245,0.0005357885,0.2113639,0.782703,0.0003450882,0.0003032338,0.0002215139,0.002583751],"genre_scores_gemma":[0.003992293,0.006014766,0.002074283,0.3228503,0.6024635,0.002231757,0.0006778786,0.0007098385,0.0589854],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06746724,"threshold_uncertainty_score":0.2257004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09792498894066458,"score_gpt":0.483398497713264,"score_spread":0.3854735087725994,"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."}}