{"id":"W1974196763","doi":"10.1075/ni.22.1.15ear","title":"Language learner stories and imagined identities","year":2012,"lang":"en","type":"article","venue":"Narrative Inquiry","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Focus (optics); Linguistics; Social worlds; Identity (music); Sociology; Psychology; Aesthetics; Social science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007230439,0.0004811275,0.0002872627,0.001439961,0.006147941,0.01299068,0.001331593,0.002516808,0.00457601],"category_scores_gemma":[0.01388961,0.0003259398,0.0003691014,0.0006134178,0.02731214,0.01822826,0.01144527,0.003394374,0.0006874537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671957,"about_ca_system_score_gemma":0.001788191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570074,"about_ca_topic_score_gemma":0.001563364,"domain_scores_codex":[0.9913719,0.006829237,0.0002176776,0.0003902824,0.0007517737,0.0004391299],"domain_scores_gemma":[0.991545,0.005253018,0.001247443,0.0005551145,0.0006196608,0.000779865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002356092,0.00003656589,0.00227335,0.0000688311,0.000008641768,0.0006689576,0.6035336,0.0001929474,0.0001844074,0.3856286,0.00106891,0.006311543],"study_design_scores_gemma":[0.00001827391,0.00005580506,0.001258594,0.000408406,0.00001536987,0.001804657,0.6603812,0.001028583,0.0008769264,0.1907068,0.1434092,0.000036133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6122405,0.004855538,0.02491885,0.03276618,0.0002982661,0.0000849053,0.0001580048,0.00008170093,0.324596],"genre_scores_gemma":[0.9903598,0.001018479,0.001554574,0.000382099,0.00004094224,0.0000351667,0.00004040813,0.00002039443,0.006548079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299068,"threshold_uncertainty_score":0.0382387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092878594844815,"score_gpt":0.5042930412455829,"score_spread":0.3950051817611014,"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."}}