{"id":"W4382796309","doi":"10.5539/elt.v16n7p115","title":"Professional Identity Construction in Becoming an NNEST","year":2023,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Identity (music); Social psychology; Reinterpretation; Professional development; Agency (philosophy); Pedagogy; Identity formation; Interpretation (philosophy); Negotiation; Self-concept; Sociology; Social science; Aesthetics","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":[0.002674483,0.0001747815,0.0002130102,0.001059531,0.007515822,0.003516107,0.0005932469,0.0005000214,0.002030685],"category_scores_gemma":[0.005296423,0.0002088221,0.0002158848,0.0004475052,0.004876889,0.002227544,0.006751117,0.001462495,0.0003207413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464408,"about_ca_system_score_gemma":0.003519981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009338035,"about_ca_topic_score_gemma":0.01869693,"domain_scores_codex":[0.997023,0.001375501,0.0001128124,0.0002239398,0.0005287818,0.0007359494],"domain_scores_gemma":[0.9965757,0.0006567013,0.0005612748,0.0002539884,0.0007952139,0.001157109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005166143,0.0001408835,0.1050879,0.00003549962,0.000005039821,0.001641004,0.8424259,0.00006540222,0.002296027,0.01189837,0.0006713913,0.03568089],"study_design_scores_gemma":[0.000006465336,0.000119211,0.08363076,0.00006658578,0.000006343249,0.001388582,0.8815928,0.0004499781,0.0009000854,0.004524885,0.02729077,0.00002356158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856699,0.0000605193,0.0008593984,0.0004196218,0.00001999096,0.00001203688,0.000003957864,0.00000688452,0.01294763],"genre_scores_gemma":[0.9963186,0.00003157173,0.0003912776,0.00004196499,0.000002828721,0.000006320203,0.000007379769,0.00000316812,0.003196858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009338035,"threshold_uncertainty_score":0.01856732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298610162294678,"score_gpt":0.2934160063515313,"score_spread":0.2704299047285845,"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."}}