{"id":"W2795001154","doi":"10.5539/ies.v11n4p132","title":"Quality of Educational Resources: A Comparative Evaluation of Schools That Joined PISA 2015 from Turkey and Singapore","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Descriptive statistics; Logistic regression; Regression analysis; Quality (philosophy); Sample (material); Psychology; Statistics; Variables; Variance (accounting); Mathematics education; Mathematics; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491072,0.0001183668,0.0002895346,0.0001824676,0.0002848471,0.00003444137,0.0001986362,0.00004986878,0.0006916741],"category_scores_gemma":[0.004643044,0.0001118305,0.0000544512,0.0002225635,0.000969394,0.0002707287,0.00006690777,0.00007400521,0.00002023352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558606,"about_ca_system_score_gemma":0.001062612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842383,"about_ca_topic_score_gemma":0.001677125,"domain_scores_codex":[0.9977331,0.0004285754,0.0004790492,0.0002540545,0.0009926655,0.0001126112],"domain_scores_gemma":[0.9905834,0.0008741561,0.0005997213,0.0001509454,0.007741772,0.00005007267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001132067,0.0008207547,0.3810118,0.00003686083,0.00102316,1.387031e-8,0.4336306,0.000009124587,0.0007658968,0.07024133,0.1058083,0.006538994],"study_design_scores_gemma":[0.0006072224,0.00004365886,0.5087382,0.0002165177,0.00009362983,3.215011e-7,0.3895524,0.00005553183,0.0007396959,0.06598836,0.03376529,0.0001992076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393604,0.00388442,0.00001547744,0.01630674,0.003036814,0.0002598832,0.00005220126,0.00001142001,0.03707268],"genre_scores_gemma":[0.994811,0.0003805747,0.001295692,0.0001852446,0.0008339233,0.00007956145,0.00004225466,0.00000519376,0.002366535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277264,"threshold_uncertainty_score":0.8831974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3631833022672049,"score_gpt":0.5625691486947577,"score_spread":0.1993858464275529,"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."}}