{"id":"W6923555239","doi":"10.1371/journal.pone.0279275.s002","title":"Percentage of children aged 2–12 years old in Quebec whose first official language is French, English, French and English or neither French and English.","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":"Official statistics; Official language; French; Government (linguistics); Danish; German","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":[0.0003848618,0.0005698862,0.0006039874,0.001931487,0.001665244,0.0006911113,0.00215853,0.0006421883,0.03690681],"category_scores_gemma":[0.002655991,0.0003378068,0.000874606,0.003007222,0.000348085,0.0009099737,0.0006076107,0.001194265,0.004047589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006686907,"about_ca_system_score_gemma":0.007514908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818593,"about_ca_topic_score_gemma":0.9859847,"domain_scores_codex":[0.9995821,0.00003252833,0.00003358695,0.00006046528,0.0001076432,0.0001836546],"domain_scores_gemma":[0.9982493,0.000112067,0.0002743148,0.00004836212,0.001072601,0.0002434616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000167244,0.00007817293,0.3194372,0.0008100546,0.0001156858,0.0003125671,0.001374726,0.0004097536,0.0001851954,0.0006973526,0.6579584,0.01845367],"study_design_scores_gemma":[0.00003554267,0.00001884256,0.9639614,0.0005520625,0.00006152331,0.0002083157,0.00319719,0.0003159695,0.0001079042,0.00006612029,0.03144567,0.00002937987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1817075,0.003471977,0.000315864,0.002557669,0.0005396571,0.0002754277,0.7772009,0.000306901,0.03362423],"genre_scores_gemma":[0.6661797,0.00630182,0.0008683612,0.001898724,0.0001889083,0.0008627604,0.2737295,0.0002137405,0.04975652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03690681,"threshold_uncertainty_score":0.1234656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140766263647288,"score_gpt":0.2553260298262657,"score_spread":0.2412494034615369,"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."}}