{"id":"W4245498018","doi":"10.5539/ies.v7n10p145","title":"Reviewer Acknowledgements for International Education Studies, Vol. 7, No. 10","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04085669,0.002453245,0.004455504,0.00901462,0.006282723,0.01041286,0.005466127,0.0210268,0.06300712],"category_scores_gemma":[0.4133444,0.00164905,0.003439043,0.005285256,0.003913284,0.008187991,0.004013929,0.01831934,0.03293462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006682626,"about_ca_system_score_gemma":0.01690715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130855,"about_ca_topic_score_gemma":0.0145526,"domain_scores_codex":[0.9614161,0.008126101,0.008408373,0.002222311,0.01800773,0.001819421],"domain_scores_gemma":[0.3056615,0.05331457,0.01073903,0.008033357,0.6133898,0.008861728],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001255697,0.000002955325,0.00005123234,0.0003369314,0.000004724913,0.00003842494,0.000059618,0.000006445084,0.00002351164,0.0001654261,0.9963232,0.002975114],"study_design_scores_gemma":[0.00005881927,0.00001606511,0.0005786511,0.002571048,0.00003767026,0.0002935209,0.0005411602,0.0001279343,0.000119946,0.0009140196,0.9946815,0.00005966013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00008170377,0.001832898,0.0005263368,0.2111007,0.7830536,0.0003047606,0.0003230416,0.0002150572,0.002561772],"genre_scores_gemma":[0.003805123,0.006257495,0.002037353,0.3251547,0.5984861,0.00219665,0.0007227027,0.00073372,0.06060625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9591433,"threshold_uncertainty_score":0.2160734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09794961908383441,"score_gpt":0.4826151038307374,"score_spread":0.384665484746903,"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."}}