{"id":"W6904604600","doi":"10.1371/journal.pone.0279275.s003","title":"Estimated number of children aged 2–12 years old in Quebec whose first language is English and French in 2019.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; First language; Danish; Population","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":[0.0007516462,0.0008136337,0.0006146345,0.003623396,0.00152789,0.0007048636,0.00215661,0.0006784691,0.05274892],"category_scores_gemma":[0.0034456,0.0004218953,0.001138218,0.003527697,0.000341866,0.001126381,0.0007421272,0.001499688,0.005246133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142669,"about_ca_system_score_gemma":0.01027282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853769,"about_ca_topic_score_gemma":0.9886963,"domain_scores_codex":[0.9995202,0.00003942096,0.0000445758,0.00006146364,0.0001324401,0.0002018256],"domain_scores_gemma":[0.9971299,0.0001776554,0.0003166923,0.00005399083,0.001996141,0.0003257265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001346786,0.00003554967,0.1599373,0.0006914943,0.0001152794,0.0001330558,0.0004063692,0.0004367054,0.0001105349,0.0006882738,0.8188235,0.01848727],"study_design_scores_gemma":[0.0000951586,0.00002967593,0.9083772,0.001099485,0.0001401089,0.0002571805,0.002157011,0.0006624987,0.000150948,0.000159306,0.08681861,0.00005289701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04285863,0.003126355,0.0004479589,0.002085516,0.0004760483,0.0002529752,0.935721,0.0002821424,0.01474932],"genre_scores_gemma":[0.4197448,0.009124046,0.00264717,0.003137006,0.0002701162,0.001614157,0.5088269,0.0002427174,0.05439308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05274892,"threshold_uncertainty_score":0.1764627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624852427462927,"score_gpt":0.2893206315032089,"score_spread":0.2730721072285796,"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."}}