{"id":"W2922921702","doi":"10.5539/ies.v12n4p60","title":"Examining the Problem Solving Skills of Primary Education Mathematics Teacher Candidates according to Their Learning Styles","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Learning styles; Turkish; Style (visual arts); Psychology; Cognitive style; Pedagogy","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":[0.0004428622,0.0002981912,0.0002672226,0.0008718013,0.0004005227,0.0008304735,0.0001891925,0.0003063841,0.002364774],"category_scores_gemma":[0.00304976,0.000130854,0.0003006433,0.0004329015,0.0002341075,0.0003382918,0.0004457002,0.0003557825,0.0004918255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368195,"about_ca_system_score_gemma":0.0003525993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566531,"about_ca_topic_score_gemma":0.0009360077,"domain_scores_codex":[0.9995649,0.00006127022,0.00005076981,0.00006766309,0.0001500105,0.00010528],"domain_scores_gemma":[0.998136,0.0002749274,0.0006884212,0.00008241036,0.0003878595,0.0004302704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001260926,0.0005621208,0.9614897,0.00008573729,0.00003255052,0.0003214408,0.004222063,0.00009678382,0.00329691,0.0001109286,0.0002454046,0.02941032],"study_design_scores_gemma":[0.000008550134,0.0006931599,0.9913439,0.00002449413,0.00001318001,0.0006146784,0.00529109,0.0002246819,0.0006609251,0.0001463467,0.000970719,0.000008364363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989802,0.00006018169,0.0001296747,0.00002772147,0.000003955367,0.00001495661,0.00001712463,0.000001839062,0.0007643447],"genre_scores_gemma":[0.9984737,0.00009177445,0.0003153954,0.00002387472,0.00000520394,0.00002617765,0.00007649328,0.000001513121,0.0009858647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002364774,"threshold_uncertainty_score":0.007910967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194524438587158,"score_gpt":0.4097318535479048,"score_spread":0.3477866091620332,"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."}}