{"id":"W7098677294","doi":"","title":"Assimilation in multilingual cities∗ Javier Ortega City University London, CEP (LSE), CReAM, and IZA","year":2011,"lang":"en","type":"article","venue":"","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assimilation (phonology); Microdata (statistics); Immigration; French; First language","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":[0.0003523247,0.0002389934,0.0003011999,0.001288001,0.001062912,0.001670732,0.0003183362,0.0001669609,0.003472524],"category_scores_gemma":[0.001717402,0.0001818188,0.000239961,0.002812908,0.0002765012,0.0003964629,0.001138715,0.0004069624,0.0003800267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004618365,"about_ca_system_score_gemma":0.002469311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8218235,"about_ca_topic_score_gemma":0.8440669,"domain_scores_codex":[0.9996177,0.00006920056,0.00001724139,0.00008721829,0.00008680712,0.0001218145],"domain_scores_gemma":[0.998889,0.0001567853,0.0002855274,0.00007088305,0.0003829196,0.0002148606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002258452,0.0001005616,0.9494327,0.00009973974,0.0001217058,0.0003249305,0.0100179,0.0008625296,0.0005844057,0.004213009,0.007216881,0.02679979],"study_design_scores_gemma":[0.000005652101,0.00001277367,0.9896498,0.00003567944,0.0000135202,0.00001776223,0.003906659,0.0003815324,0.0001229461,0.0001196768,0.005721593,0.00001244631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886692,0.0004594722,0.0001376591,0.0005241288,0.00001416753,0.00001370618,0.004033221,0.00001072844,0.006137744],"genre_scores_gemma":[0.9932447,0.0003960007,0.0002415082,0.00003974788,0.000007272795,0.00001731157,0.002208163,0.000009382525,0.00383594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8218235,"threshold_uncertainty_score":0.3584517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847943971882428,"score_gpt":0.2104890359353696,"score_spread":0.1620095962165453,"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."}}