{"id":"W4255063574","doi":"10.5539/ies.v12n8p116","title":"Reviewer Acknowledgements for International Education Studies, Vol. 12, No. 8","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Comparative education; Psychology; Higher education; Sociology; Political science; 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":[0.04022362,0.002916841,0.006739619,0.009381993,0.005300776,0.01121658,0.006513748,0.01954263,0.1076373],"category_scores_gemma":[0.4159577,0.001739162,0.004136499,0.004811556,0.003511083,0.008011539,0.004193951,0.01283095,0.05965537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005966406,"about_ca_system_score_gemma":0.01196131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006122801,"about_ca_topic_score_gemma":0.008939653,"domain_scores_codex":[0.9517926,0.009905498,0.01186312,0.002544741,0.02187325,0.002020813],"domain_scores_gemma":[0.293912,0.03208818,0.01545252,0.006516819,0.6444169,0.007613678],"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":[0.0000211879,0.000002904609,0.00004479681,0.0006563882,0.000006930426,0.00003730227,0.00003473468,0.000005725194,0.0000187454,0.0001048619,0.9949837,0.004082726],"study_design_scores_gemma":[0.0001655458,0.00003072513,0.0006294352,0.006188346,0.00008419621,0.0005713844,0.0004504132,0.0001701046,0.000169699,0.001026647,0.9904131,0.0001003865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0001052717,0.004303601,0.0007502944,0.1785547,0.8090317,0.0008846579,0.0008084727,0.0003864248,0.00517499],"genre_scores_gemma":[0.004862636,0.01196432,0.002625854,0.246861,0.637682,0.005490688,0.001734784,0.0009819671,0.08779681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1076373,"threshold_uncertainty_score":0.3600826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640098576898984,"score_gpt":0.4777536513994038,"score_spread":0.381352665630414,"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."}}