{"id":"W2037361555","doi":"10.1016/j.tate.2014.05.005","title":"Identity expectations in early childhood teacher education: Pre-service teachers' memories of prior experiences and reasons for entry into the profession","year":2014,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Attrition; Psychology; Identity (music); Narrative; Context (archaeology); Teacher education; Early childhood teacher; Early childhood education; Pedagogy; Early childhood; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002444506,0.0001890744,0.0002267025,0.0001598964,0.001308368,0.0001708354,0.000282246,0.0001412852,0.00002629005],"category_scores_gemma":[0.001839581,0.0001557854,0.00004774235,0.0002895169,0.0003630616,0.0007010566,0.00005185769,0.0004938853,0.000002139936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211484,"about_ca_system_score_gemma":0.0007886899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172391,"about_ca_topic_score_gemma":0.005432894,"domain_scores_codex":[0.9974638,0.001236561,0.0003577448,0.0003850178,0.0002852125,0.0002716201],"domain_scores_gemma":[0.9987855,0.0004417432,0.0002519778,0.0002681079,0.0001334338,0.0001192254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000858412,0.000642358,0.08078393,0.00003407478,0.00001013159,4.896407e-9,0.7842792,1.840628e-7,0.00001652646,0.005541499,0.0007059547,0.1279776],"study_design_scores_gemma":[0.0001750625,0.00002858171,0.3310217,0.00009987874,0.00003186617,5.071572e-7,0.6599615,0.000007078494,0.0000134303,0.002076765,0.006453915,0.0001297462],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568167,0.002317319,0.0002214058,0.03695015,0.0006570614,0.0008131373,6.940642e-7,0.00006614647,0.002157382],"genre_scores_gemma":[0.9928898,0.00005207741,0.002027833,0.0003493756,0.0006954033,0.0008642279,0.00001292805,0.00001895505,0.003089396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2502378,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852634262277224,"score_gpt":0.3779610894470771,"score_spread":0.3494347468243048,"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."}}