{"id":"W2899558269","doi":"10.31234/osf.io/6q9jg","title":"The youngest bilingual Canadians: Insights from the 2016 Census regarding children aged 0-9","year":2021,"lang":"en","type":"article","venue":"","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Census; Psychology; Demography; Geography; Sociology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001196117,0.0003713552,0.0003892863,0.003025644,0.004744464,0.002225019,0.0009229141,0.0003854761,0.002331016],"category_scores_gemma":[0.00427686,0.0002891636,0.000403995,0.007980517,0.0007259342,0.0009727177,0.001619325,0.001097776,0.0003427034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02371619,"about_ca_system_score_gemma":0.0467664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953311,"about_ca_topic_score_gemma":0.9977448,"domain_scores_codex":[0.9984824,0.00009508449,0.00007571707,0.0001142647,0.0005329503,0.0006995972],"domain_scores_gemma":[0.9968916,0.0001836348,0.0004798713,0.00005259916,0.001676399,0.0007158843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006268969,0.00006730639,0.8923771,0.00037891,0.00003578917,0.0005641437,0.04366288,0.0001613431,0.0002303298,0.001538762,0.03376165,0.02715915],"study_design_scores_gemma":[0.00000452229,0.00001643999,0.9120825,0.0003091406,0.00001888906,0.0001688803,0.06366499,0.00009248133,0.00005695343,0.0001202486,0.0234348,0.0000301508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839256,0.006241334,0.0002081259,0.008089331,0.0001513369,0.0002417238,0.06532265,0.0000253208,0.03579466],"genre_scores_gemma":[0.9670169,0.009636032,0.0005004898,0.001328888,0.00006216798,0.0001567956,0.01766309,0.0000241644,0.003611548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371619,"threshold_uncertainty_score":0.1720737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352656530010477,"score_gpt":0.2889904727016617,"score_spread":0.265463907401557,"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."}}