{"id":"W7001198839","doi":"","title":"Is bilingualism doomed? Yes, according to data from the 2021 census, certainly the kind of bilingualism that was once envisaged. How might the noble dream be replaced?","year":2022,"lang":"en","type":"article","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Dream; Charter; Embodied cognition; Citizenship; Register (sociolinguistics)","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":[0.005375489,0.0002014433,0.0005076893,0.0009311346,0.003800239,0.005619224,0.0008504645,0.002744625,0.01269147],"category_scores_gemma":[0.01679051,0.0001641804,0.0004368684,0.001854287,0.01111543,0.007971552,0.002066209,0.004949195,0.001607838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007237716,"about_ca_system_score_gemma":0.01385987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1780577,"about_ca_topic_score_gemma":0.2252747,"domain_scores_codex":[0.9968615,0.001009171,0.0001380095,0.0004212887,0.0008045893,0.0007655306],"domain_scores_gemma":[0.9899004,0.002929926,0.001609958,0.0005690015,0.002431789,0.002559027],"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":[0.0003667708,0.0001303388,0.08649107,0.001855889,0.0001400779,0.001214208,0.04894228,0.0001203446,0.001623215,0.1946328,0.4150167,0.2494662],"study_design_scores_gemma":[0.00005076638,0.0001821212,0.08262701,0.00522593,0.000101121,0.00145219,0.09311938,0.0001438675,0.0007254579,0.07924365,0.7369305,0.0001979967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0222601,0.01847535,0.0004325207,0.9392275,0.002996905,0.000009362863,0.0005193828,0.0000459979,0.01603291],"genre_scores_gemma":[0.4987743,0.04690438,0.001975185,0.4327302,0.005702305,0.00003678197,0.0007341423,0.0001677675,0.01297493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8219423,"threshold_uncertainty_score":0.3540425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663076031121388,"score_gpt":0.375040975857406,"score_spread":0.2087333727452672,"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."}}