{"id":"W4384663909","doi":"10.1080/02699206.2023.2233048","title":"Home language variation in the narratives of urban First Nations Australian children in their first year of school","year":2023,"lang":"en","type":"article","venue":"Clinical Linguistics & Phonetics","topic":"Language Development and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; Narrative; Language assessment; Variation (astronomy); Normative; First language; Population; Developmental psychology; Sociology; Pedagogy; Demography; Political science","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":[0.00118325,0.0001855445,0.00020827,0.0008290187,0.0008189686,0.001292516,0.0002920829,0.0002583148,0.001174987],"category_scores_gemma":[0.00761683,0.0002957867,0.0001655026,0.0004806465,0.0009814239,0.0005534801,0.001168667,0.0004057041,0.0001738512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007326985,"about_ca_system_score_gemma":0.0005325005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02712928,"about_ca_topic_score_gemma":0.07883291,"domain_scores_codex":[0.9991679,0.0003788554,0.00007874949,0.0001016745,0.000191577,0.00008127197],"domain_scores_gemma":[0.9966253,0.001414652,0.001198449,0.0001858905,0.0004002378,0.000175503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006746622,0.00004068025,0.5308541,0.0001106261,0.00002765093,0.001024852,0.4547108,0.00005732996,0.002995422,0.0002004707,0.0002172756,0.009693332],"study_design_scores_gemma":[0.000001616357,0.00006091683,0.8702026,0.00006291848,0.00001434729,0.001382293,0.1262138,0.00009141822,0.0005989692,0.00008088222,0.001270185,0.00001999571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995352,0.00006231257,0.00002675028,0.00001751874,9.19366e-7,0.00000411622,0.00002576497,8.308251e-7,0.0003264634],"genre_scores_gemma":[0.9992664,0.0001460664,0.0001749367,0.00001171256,8.054585e-7,0.000009953291,0.00005541947,0.000002173025,0.0003324268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02712928,"threshold_uncertainty_score":0.05394274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788008188733578,"score_gpt":0.3599632321341503,"score_spread":0.3220831502468145,"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."}}