{"id":"W2102463196","doi":"10.18806/tesl.v26i1.387","title":"The ESL Classroom and the Queerly Shifting Sands of Learner Identity","year":2008,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Plural; Identity (music); Diversity (politics); Human sexuality; Sexual identity; Context (archaeology); Identity negotiation; Negotiation; Psychology; Ethnic group; Class (philosophy); Pedagogy; Cultural diversity; Linguistics; Gender studies; Sociology; History; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00144898,0.00004251602,0.00007696706,0.00001708162,0.002077429,0.00008852068,0.0002180901,0.00002325239,0.0008935098],"category_scores_gemma":[0.001090812,0.00002353417,0.00003302669,0.0001255002,0.000456043,0.0001029442,0.00001501357,0.0002330096,7.97562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008886526,"about_ca_system_score_gemma":0.002828849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7213766,"about_ca_topic_score_gemma":0.7813436,"domain_scores_codex":[0.9989393,0.0002356518,0.0001892168,0.00004542586,0.0004134839,0.0001769415],"domain_scores_gemma":[0.9990928,0.0004427461,0.0001542282,0.00007084198,0.0001231015,0.000116255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327145,0.00005191542,0.0291075,0.00001681925,0.0001435556,0.00003051801,0.36406,0.00004820863,0.00004715311,0.2483691,0.2854621,0.07253048],"study_design_scores_gemma":[0.0007417274,0.00001448979,0.0575754,0.00001599766,0.00001784315,0.00006720173,0.0310966,0.00008825785,0.00002342429,0.003587164,0.9066624,0.0001094581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418372,0.009980445,0.00001529284,0.02568797,0.0008390995,0.00008662006,0.000002175452,0.000006986944,0.02154421],"genre_scores_gemma":[0.9906742,0.0005414507,0.00002616255,0.005837689,0.0004997844,8.081851e-7,1.134852e-7,0.000003258532,0.002416557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6212003,"threshold_uncertainty_score":0.9992217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028711060630636,"score_gpt":0.3820418643014101,"score_spread":0.3417547536951038,"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."}}