{"id":"W2065048231","doi":"10.5539/ies.v1n4p19","title":"A Case Study of New Teachers’ Role Identity in China","year":2008,"lang":"en","type":"article","venue":"International Education Studies","topic":"Social and Cultural Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Identification (biology); Psychology; Pedagogy; China; Social identity theory; Teacher education; Context effect; Social environment; Social psychology; Mathematics education; Sociology; Political science; Social group; Social science","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":[0.0001799605,0.00006407969,0.0001351198,0.00006997773,0.0003799626,0.00001405338,0.0001398469,0.0000226048,0.00006198441],"category_scores_gemma":[0.0006759968,0.000056863,0.0000363035,0.0002903535,0.0001397362,0.0003161058,0.00005904636,0.00006358041,0.00001040129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794186,"about_ca_system_score_gemma":0.0001931855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1126982,"about_ca_topic_score_gemma":0.08601386,"domain_scores_codex":[0.9991724,0.000070506,0.0002021575,0.000124524,0.0003381127,0.00009230351],"domain_scores_gemma":[0.999318,0.00004829213,0.00009778023,0.00004680815,0.0004560949,0.00003300174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003747082,0.0004831942,0.2813646,0.000001046791,0.00009585518,0.00002077589,0.707408,0.0000023915,0.000004128059,0.001167843,0.003445338,0.006003002],"study_design_scores_gemma":[0.0002011011,0.00002141828,0.2271297,0.000008433486,0.000008653909,0.00001934002,0.7637592,2.843576e-7,0.000003275047,0.002652845,0.00613974,0.00005603443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869881,0.001474332,0.000001664548,0.00133472,0.001362817,0.0001646988,8.83065e-7,0.00001839029,0.008654427],"genre_scores_gemma":[0.9913546,0.0004936957,0.00005733933,0.00004827426,0.0003633771,0.00003966731,7.321563e-7,0.000002606899,0.007639702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05635118,"threshold_uncertainty_score":0.930664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339743161891533,"score_gpt":0.4701697035865451,"score_spread":0.3361953873973919,"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."}}