{"id":"W2472405168","doi":"10.1177/1367006916654351","title":"Introduction to the special issue – Heritage language studies and early child bilingualism research: Understanding the connection","year":2016,"lang":"en","type":"article","venue":"International Journal of Bilingualism","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Connection (principal bundle); Heritage language; Linguistics; Psychology; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00540305,0.00009895716,0.0001457551,0.0003219547,0.0007660068,0.0002431716,0.0005277146,0.00006103326,0.0002851978],"category_scores_gemma":[0.008675659,0.00004963196,0.00007900931,0.0003073672,0.0005509808,0.0002498439,0.0000919909,0.0003097575,0.00003791606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583996,"about_ca_system_score_gemma":0.0002356198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666641,"about_ca_topic_score_gemma":0.001703475,"domain_scores_codex":[0.9975054,0.0006595655,0.0004165887,0.0001782003,0.001001025,0.0002391865],"domain_scores_gemma":[0.9971415,0.001222547,0.0002514384,0.0001590569,0.001105253,0.0001201564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822254,0.0000554881,0.0002407323,0.000006531416,0.0002176666,0.00002516421,0.8221784,0.00001420075,0.0009686337,0.07445654,0.03939268,0.06226171],"study_design_scores_gemma":[0.000348974,0.00008202354,0.0004483337,0.0001211463,0.00001467783,0.0000673901,0.2586099,0.000001307989,0.0006014542,0.007472492,0.7321407,0.00009153759],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5957206,0.0008237126,0.0001323756,0.3887781,0.01002058,0.0002425059,0.000006656957,0.00001814428,0.004257307],"genre_scores_gemma":[0.9046305,0.0007678636,0.00007318362,0.0009106355,0.08984703,0.000004031739,3.631773e-7,0.00001124765,0.003755148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6927481,"threshold_uncertainty_score":0.9996747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695618330704249,"score_gpt":0.5060860933654014,"score_spread":0.3365242602949765,"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."}}