{"id":"W2045050696","doi":"10.1093/applin/25.1.123","title":"Review: Identity and the Young English Language Learner","year":2004,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Identity (music); Psychology; Applied linguistics; English language; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008503409,0.00006247577,0.0001082935,0.00001682574,0.0003433051,0.00007560184,0.0001581053,0.0000438854,0.00007117369],"category_scores_gemma":[0.008630046,0.00004712556,0.00002746176,0.0001449708,0.0003479735,0.0000122332,0.0000318714,0.000141207,0.00005477352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324473,"about_ca_system_score_gemma":0.000149399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696398,"about_ca_topic_score_gemma":0.001569098,"domain_scores_codex":[0.9993826,0.00004884602,0.0001340836,0.0001097436,0.0001690609,0.0001557057],"domain_scores_gemma":[0.9994659,0.000126211,0.0000614704,0.0001467207,0.000122957,0.00007675107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003432473,0.00001220065,0.00003609815,0.00003653083,0.000004253297,6.19586e-7,0.09581013,0.00000178868,0.000001642067,0.9011407,0.00164897,0.001303665],"study_design_scores_gemma":[0.0005172055,0.000002131209,0.00009225655,0.00005918309,0.00003686937,3.276973e-7,0.01316138,0.00000171767,0.00001659629,0.01149747,0.9745148,0.0001000713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009592243,0.008252272,0.00006746592,0.001413074,0.001642807,0.0004740036,0.000004459469,0.0001110579,0.9784426],"genre_scores_gemma":[0.9828649,0.007115667,0.0004299733,0.004704609,0.003403412,0.00001634293,0.000004966074,0.000008454565,0.001451684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9769909,"threshold_uncertainty_score":0.9997207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242781361452798,"score_gpt":0.4190253483433958,"score_spread":0.3865975347288678,"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."}}