{"id":"W7133049227","doi":"","title":"Through writing for publication, a biracial, bicultural, bilingual adolescent explores identity and normalcy: Sarah in her own words","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Social identity theory; Wish; Race (biology); Ethnic group; Data collection; Neuroscience of multilingualism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002291928,0.0002828047,0.0002957557,0.0006573012,0.008829718,0.004459092,0.0005831635,0.001180067,0.006968957],"category_scores_gemma":[0.007274528,0.0002409482,0.0002175637,0.0004500828,0.00380973,0.003140111,0.002618659,0.00438877,0.001947442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045379,"about_ca_system_score_gemma":0.005250145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00802265,"about_ca_topic_score_gemma":0.02662505,"domain_scores_codex":[0.9984762,0.0006760348,0.00008081002,0.0001434993,0.0004643954,0.0001590361],"domain_scores_gemma":[0.9960448,0.001275747,0.0004535245,0.0002054013,0.001059022,0.000961408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002634571,0.0001180126,0.006674623,0.0002901844,0.000009663619,0.003888562,0.5271267,0.0000555754,0.002055201,0.03375054,0.3571228,0.06888171],"study_design_scores_gemma":[0.000003113083,0.00003897246,0.00211053,0.0003567031,0.000004574526,0.002337432,0.3156563,0.0000690579,0.0005304337,0.001522578,0.6773559,0.00001442994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2223408,0.01173222,0.004340895,0.4504043,0.01799291,0.0002992188,0.0003711665,0.0003024833,0.2922159],"genre_scores_gemma":[0.6260464,0.01080014,0.005330315,0.04928572,0.002121847,0.0001920047,0.0001329429,0.0002712011,0.3058195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008829718,"threshold_uncertainty_score":0.02331346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217009567038916,"score_gpt":0.5184615466027748,"score_spread":0.3967605898988831,"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."}}