{"id":"W3108290470","doi":"10.1016/j.jcomdis.2020.106060","title":"Adolescent language outcomes in a complex trilingual context: When typical does not mean unproblematic","year":2020,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Language Development and Disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Icelandic Centre for Research","keywords":"Icelandic; Psychology; Language proficiency; Dominance (genetics); Linguistics; Language assessment; Context (archaeology); First language; Conversation; Communication; Mathematics education; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983983,0.0002308479,0.0002891443,0.0003749126,0.0005007681,0.001179703,0.0002866821,0.0003655714,0.0010628],"category_scores_gemma":[0.001429009,0.0001158994,0.0002087009,0.0002029457,0.000622439,0.0006956072,0.0009883798,0.0006521974,0.0002684844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000537654,"about_ca_system_score_gemma":0.0004950551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005356051,"about_ca_topic_score_gemma":0.008799689,"domain_scores_codex":[0.9996865,0.0000632939,0.00002150441,0.00007312508,0.00007026237,0.00008539116],"domain_scores_gemma":[0.9991436,0.00005951598,0.000372695,0.00003946753,0.0001097241,0.0002750102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000163128,0.0003816501,0.9864547,0.00002803245,0.00002554668,0.001039839,0.003672473,0.00007374546,0.001396838,0.0001035666,0.0001693452,0.006491031],"study_design_scores_gemma":[0.000004838838,0.000325097,0.9930475,0.00001813266,0.00001613458,0.000639979,0.004953241,0.0000650437,0.0004295882,0.00007198117,0.0004222337,0.00000610352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997783,0.00003830069,0.00001079248,0.00001183972,0.0000018132,0.000001646021,0.00001296199,9.720047e-7,0.0001433793],"genre_scores_gemma":[0.9996626,0.00004093477,0.00003165264,0.00001090742,0.000002236819,0.00000488911,0.00005874079,0.000001161833,0.0001867216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005356051,"threshold_uncertainty_score":0.01064974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089210900159082,"score_gpt":0.332311618713406,"score_spread":0.2914195097118152,"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."}}