{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970135,0.0003641402,0.0004228618,0.001170018,0.0102925,0.001103418,0.001274091,0.001670399,0.002592337],"category_scores_gemma":[0.002176123,0.0003573278,0.0003930048,0.001628377,0.00263652,0.001335426,0.001761399,0.00135184,0.000170092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006889618,"about_ca_system_score_gemma":0.00517416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09578953,"about_ca_topic_score_gemma":0.2092485,"domain_scores_codex":[0.9983713,0.0006230193,0.0000723458,0.0001536652,0.0002535962,0.0005260933],"domain_scores_gemma":[0.99853,0.0003914532,0.0002257086,0.000120224,0.0001301968,0.0006023338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002244611,0.0008672333,0.1289172,0.000263195,0.00002283058,0.08291551,0.7369551,0.001091569,0.003748431,0.00779304,0.001898163,0.0353033],"study_design_scores_gemma":[0.00006456515,0.0006005504,0.1158772,0.0001676446,0.00004265401,0.01241822,0.8265362,0.002750766,0.002911577,0.001012922,0.03754428,0.00007343074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963803,0.0001246956,0.0003858054,0.0002804266,0.00001281768,0.00004543915,0.00001083842,0.000003703883,0.002756134],"genre_scores_gemma":[0.9950762,0.0002079333,0.0005684204,0.00005089044,0.000007199478,0.00002997329,0.00001224747,0.000002950901,0.00404419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09578953,"threshold_uncertainty_score":0.1904639,"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."}}