{"id":"W2970997859","doi":"10.1002/wcs.1515","title":"Developmental sociolinguistics: Children's acquisition of language variation","year":2019,"lang":"en","type":"review","venue":"Wiley Interdisciplinary Reviews Cognitive Science","topic":"Language Development and Disorders","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Sociolinguistics; Psycholinguistics; Variation (astronomy); Sociocultural linguistics; Sociolinguistics of sign languages; Linguistics; Variety (cybernetics); Developmental linguistics; Psychology; Second-language acquisition; Language acquisition; Context (archaeology); Language development; Comprehension approach; Sociology of language; Applied linguistics; Sociology; Cognitive science; Computer science; Quantitative linguistics; Language education; Natural language; Developmental psychology; Artificial intelligence; Cognition; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006258004,0.0006727707,0.000862981,0.003081586,0.0002822616,0.001078761,0.0007751088,0.001359402,0.001858391],"category_scores_gemma":[0.001384079,0.0002295868,0.0003287911,0.002349214,0.001550516,0.001558421,0.0009769449,0.001495268,0.0009106081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009857138,"about_ca_system_score_gemma":0.001702935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180549,"about_ca_topic_score_gemma":0.002902611,"domain_scores_codex":[0.9997371,0.00005703205,0.0000328848,0.00006524106,0.00008751718,0.00002026435],"domain_scores_gemma":[0.9994456,0.0003659915,0.00005533549,0.00001449873,0.00008651674,0.00003205913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002770438,0.00003700248,0.0008745037,0.006830925,0.00005158455,0.0001846166,0.0003698565,0.0001515475,0.0005328417,0.008886878,0.009786826,0.9722657],"study_design_scores_gemma":[0.00001222984,0.0001167785,0.02234286,0.01486169,0.0001711826,0.005073098,0.0008999483,0.0001414164,0.0008093562,0.02000857,0.9355029,0.00006001601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002554086,0.9978157,0.0001578756,0.0003756781,0.0001128308,0.000002759251,0.00001485711,0.000007164409,0.001257658],"genre_scores_gemma":[0.001852066,0.997503,0.0001358877,0.0001295298,0.00008608661,0.000005928222,0.00002024668,0.000001746426,0.0002655032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003180549,"threshold_uncertainty_score":0.007151902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425149503818722,"score_gpt":0.4133333204443272,"score_spread":0.35908182540614,"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."}}