{"id":"W4237850759","doi":"10.1075/bct.89.05luo","title":"Concurrent and longitudinal cross-linguistic transfer of phonological awareness and morphological awareness in Chinese-English bilingual children","year":2016,"lang":"en","type":"book-chapter","venue":"Benjamins current topics","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Phonological awareness; Reading (process); Psychology; Linguistics; Construct (python library); Metalinguistics; Literacy; Phonology; Computer science; Pedagogy; Vocabulary development","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003342828,0.0007215891,0.00115892,0.0003348108,0.0001152249,0.00006898187,0.0003504414,0.0007054907,0.0005054559],"category_scores_gemma":[0.0002353745,0.0005210814,0.0001666845,0.00007457616,0.0006978312,0.00005890607,0.0002136281,0.0008197467,0.00001383045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008408417,"about_ca_system_score_gemma":0.0001781763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003649083,"about_ca_topic_score_gemma":0.00004225862,"domain_scores_codex":[0.9967443,0.00008705485,0.001095871,0.001203749,0.0003380627,0.000530956],"domain_scores_gemma":[0.9985775,0.0003026696,0.0002145883,0.0004608188,0.000246138,0.0001983192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009471335,0.0003039366,0.8158659,0.00024357,0.0001464849,0.0001447114,0.003044081,0.000001380059,0.000004827047,0.05939563,0.00008404967,0.1206707],"study_design_scores_gemma":[0.00302222,0.0003079855,0.9489549,0.001018411,0.0001117772,0.0001568582,0.00002445733,0.00001044116,0.00001426498,0.002958885,0.04240542,0.001014357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686759,0.008683972,0.0002621257,0.00003593931,0.004246838,0.0005977623,0.0005163874,0.00008502675,0.01689607],"genre_scores_gemma":[0.983374,0.001372,0.00003443769,0.00001783427,0.001130678,0.00003922388,0.0002331563,0.00005714791,0.01374154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133089,"threshold_uncertainty_score":0.9997241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656555099599462,"score_gpt":0.353040180606469,"score_spread":0.3064746296104744,"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."}}