{"id":"W2917979556","doi":"10.5539/ies.v12n3p90","title":"Student Teachers’ Preparedness to Teach: The Case of Turkey","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Turkish; Mathematics education; Psychology; Descriptive statistics; Test (biology); Significant difference; Medical education; Scale (ratio); Likert scale; Data collection; Mathematics; Medicine; Statistics","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":[0.001328873,0.000265825,0.0002374643,0.0008296975,0.003052386,0.002258462,0.0009672025,0.001533903,0.002486689],"category_scores_gemma":[0.003175662,0.0002314436,0.0003201108,0.0008573932,0.001327819,0.0009584986,0.001246456,0.001175426,0.0005418949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186662,"about_ca_system_score_gemma":0.00306514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541424,"about_ca_topic_score_gemma":0.02708677,"domain_scores_codex":[0.9986755,0.0004767063,0.00007441398,0.0001360282,0.000221828,0.0004155084],"domain_scores_gemma":[0.9976526,0.0006026695,0.0004575252,0.0001379658,0.0003749746,0.0007742774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004237216,0.001478138,0.3701729,0.0006189708,0.00004169402,0.08650275,0.4303469,0.001691529,0.004729784,0.008297713,0.006469563,0.08922634],"study_design_scores_gemma":[0.00003039308,0.0006066323,0.1683455,0.0002789956,0.00003833051,0.01675315,0.7796549,0.001035547,0.002072986,0.000976046,0.03014275,0.00006477511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965252,0.0001715938,0.0001825763,0.0004882298,0.00001696449,0.00000925555,0.00001418951,0.000008538777,0.002583484],"genre_scores_gemma":[0.9985442,0.0001506759,0.0002211048,0.00009470006,0.000005152675,0.000005164974,0.00001420955,0.000005657714,0.0009592359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01541424,"threshold_uncertainty_score":0.03064901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123788003399634,"score_gpt":0.4269014444050261,"score_spread":0.3145226440650627,"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."}}