{"id":"W1972833174","doi":"10.1080/01434632.2011.614079","title":"Identity in question","year":2011,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Identity (music); Linguistics; Sociology; Psychology; Philosophy; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601147,0.0001310458,0.0002205697,0.0001445639,0.00006511527,0.00002508179,0.0001309275,0.00008550123,0.0002426864],"category_scores_gemma":[0.00006799182,0.00009149779,0.00005521315,0.00009841975,0.000049611,0.0003069925,0.00002885591,0.0002175715,0.00004723631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006535866,"about_ca_system_score_gemma":0.00003747804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489657,"about_ca_topic_score_gemma":0.0005972826,"domain_scores_codex":[0.998823,0.000089252,0.000554517,0.0001363943,0.0001972698,0.0001995303],"domain_scores_gemma":[0.9993805,0.00002548186,0.0002395205,0.00006209104,0.000191609,0.0001008336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001584464,0.002563099,0.1935751,0.0001108742,0.0005063385,0.001309098,0.5286695,0.000004353857,0.01108322,0.002242425,0.0003925693,0.2579589],"study_design_scores_gemma":[0.001949446,0.00009894238,0.9851871,0.00008844914,0.00001578157,0.0001575835,0.005965292,0.000003508702,0.004656661,0.0003327784,0.001379544,0.0001649289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964201,0.0007406479,0.00004203986,0.00003506836,0.001550479,0.0001082279,5.527179e-7,0.00001028169,0.001092549],"genre_scores_gemma":[0.9927241,0.0001544244,0.006077373,0.00006792718,0.0001287811,0.000003353062,0.000001232047,0.000007248002,0.0008355305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.791612,"threshold_uncertainty_score":0.3731172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05660272819905111,"score_gpt":0.3619107085570261,"score_spread":0.305307980357975,"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."}}