{"id":"W4387707429","doi":"10.1080/15348458.2023.2257793","title":"Plurilingual Identity Positioning of Newcomer Children with Emerging Print Literacy","year":2023,"lang":"en","type":"article","venue":"Journal of Language Identity & Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Literacy; Sociology; Identity (music); Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001282876,0.00008544997,0.0001719382,0.0004930579,0.0002939835,0.0002160118,0.000291906,0.00005083048,0.0004027882],"category_scores_gemma":[0.0005504687,0.00008052364,0.0001045754,0.0009370823,0.00008600573,0.001842559,0.00002473083,0.0001907878,0.00003329572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355609,"about_ca_system_score_gemma":0.00148367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420847,"about_ca_topic_score_gemma":0.002617245,"domain_scores_codex":[0.9984616,0.0001751952,0.0004508665,0.0001085157,0.0006110614,0.000192758],"domain_scores_gemma":[0.9983789,0.00006924989,0.0006368847,0.000141436,0.0006338232,0.0001396787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000439184,0.0005509614,0.1759136,0.00007943327,0.0001624642,0.000008134487,0.7306018,0.0001093483,0.00195078,0.01388108,0.001105249,0.0755932],"study_design_scores_gemma":[0.000652081,0.0001015684,0.8587951,0.0004074,0.0001655676,0.00006239145,0.131277,0.00003049601,0.001497489,0.001895879,0.004812518,0.0003024634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949846,0.0002310664,0.0002095553,0.001041112,0.001036665,0.0001385634,0.000003433591,0.00002835937,0.00232668],"genre_scores_gemma":[0.9955578,0.0001523549,0.001054659,0.0001221296,0.001417027,0.00000218426,0.00001539868,0.00001132676,0.00166708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6828815,"threshold_uncertainty_score":0.992356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279492028412316,"score_gpt":0.4691594901864106,"score_spread":0.4463645699022874,"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."}}