{"id":"W2098394044","doi":"10.1080/13670050.2013.820686","title":"The effect of sociolinguistic factors and English language proficiency on the development of French as a third language","year":2013,"lang":"en","type":"article","venue":"International Journal of Bilingual Education and Bilingualism","topic":"Reading and Literacy Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Saint-Boniface","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Language proficiency; Metalinguistic awareness; Reading comprehension; Literacy; Psychology; Language assessment; Reading (process); Neuroscience of multilingualism; Multilingualism; First language; Linguistics; Mathematics education; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258296,0.0001430586,0.0002056778,0.0001711061,0.0000982716,0.00007055827,0.0003163058,0.00006418201,0.0001101349],"category_scores_gemma":[0.002848181,0.00006990849,0.0000714397,0.0000891442,0.000159581,0.00004693044,0.00004312851,0.0002315722,0.000005468763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004421281,"about_ca_system_score_gemma":0.0004246629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401509,"about_ca_topic_score_gemma":0.00001195897,"domain_scores_codex":[0.9984277,0.0001867539,0.0006940991,0.0001453666,0.0004137075,0.0001323826],"domain_scores_gemma":[0.9969569,0.001586141,0.0005992697,0.0001420636,0.0006488432,0.00006671268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001063181,0.0003018742,0.03363307,0.00004561716,0.0003271428,0.000006180736,0.847988,0.000001619273,0.002974306,0.003268842,0.0005244857,0.1108225],"study_design_scores_gemma":[0.00295397,0.002173018,0.2896946,0.00141873,0.0001779246,0.0003167188,0.5541228,0.00005156257,0.1330387,0.002434906,0.01287441,0.000742645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930496,0.001199769,0.000005765555,0.0002956453,0.002406158,0.0002160233,0.000003625383,0.000006984669,0.002816423],"genre_scores_gemma":[0.9984277,0.00002028115,0.0002178081,0.00009235038,0.0003486987,0.000009210165,0.000005407575,0.000009119093,0.0008694418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938652,"threshold_uncertainty_score":0.3409745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028060963343018,"score_gpt":0.3482490257711949,"score_spread":0.3379684161377647,"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."}}