{"id":"W2307937903","doi":"","title":"Language and Identity","year":2013,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Identity (music); Linguistics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968305,0.0003551253,0.000361683,0.001324431,0.006163478,0.01155673,0.0006196845,0.001964454,0.0124201],"category_scores_gemma":[0.004527985,0.0001464267,0.0001779356,0.001952706,0.01764519,0.00664049,0.003999727,0.002447956,0.00132661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274642,"about_ca_system_score_gemma":0.002924743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007090323,"about_ca_topic_score_gemma":0.008415153,"domain_scores_codex":[0.9982185,0.0009579934,0.00005558783,0.0001904434,0.0003381931,0.0002393635],"domain_scores_gemma":[0.9983602,0.0007091602,0.0001576481,0.0001846931,0.0002648025,0.0003233872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001024764,0.00001727138,0.0008770723,0.00001332308,0.000002480421,0.00004605894,0.01486283,0.00002275191,0.00003898376,0.9746457,0.002316689,0.007146624],"study_design_scores_gemma":[0.00001779905,0.00002870544,0.004253509,0.0002204196,0.00001639131,0.0002541141,0.05827309,0.0001416939,0.0002129773,0.7699036,0.1666583,0.00001943808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05965973,0.006168279,0.001595235,0.01866719,0.0003777138,0.00001396685,0.00006659775,0.00001452274,0.9134367],"genre_scores_gemma":[0.951858,0.001703698,0.0004442151,0.001063959,0.0001661658,0.00001876401,0.00003510108,0.00001978362,0.04469025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0124201,"threshold_uncertainty_score":0.04154932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643811934423227,"score_gpt":0.4196678824553161,"score_spread":0.3732297631110839,"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."}}