{"id":"W2622223198","doi":"10.15200/winn.149858.85873","title":"Judging the evidence for bilingualism and cognitive reserve: A commentary on Mukadam, Sommerlad, & Livingston","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Neuroscience of multilingualism; Cognitive reserve; Dementia; Psychology; Cognition; Developmental psychology; Gerontology; Cognitive impairment; Medicine; Neuroscience; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.05102307,0.0009100851,0.003980642,0.004208744,0.001964525,0.004269236,0.00539023,0.00916387,0.01565892],"category_scores_gemma":[0.3030219,0.0009880295,0.003494994,0.007306121,0.003012327,0.003600473,0.00376391,0.01305856,0.005103083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006235967,"about_ca_system_score_gemma":0.01932591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03435517,"about_ca_topic_score_gemma":0.06552412,"domain_scores_codex":[0.9533153,0.02299033,0.01138626,0.00284735,0.008628997,0.0008317908],"domain_scores_gemma":[0.742337,0.1819561,0.01686523,0.008357214,0.04626541,0.004218952],"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":[0.0001243338,0.000004478196,0.0002924974,0.006073092,0.0005966502,0.000043666,0.0002153489,0.0000372974,0.00004023057,0.001587493,0.9813522,0.009632726],"study_design_scores_gemma":[0.001440496,0.00003985022,0.003032278,0.05420062,0.002737273,0.0001889769,0.0003617802,0.0002226694,0.0002530341,0.01110341,0.9262602,0.0001594254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004508476,0.06621063,0.0005666935,0.8559744,0.04663506,0.0002272416,0.027248,0.00007928556,0.002607811],"genre_scores_gemma":[0.01468465,0.04456086,0.003319033,0.8708021,0.04877539,0.002377987,0.01004023,0.0004492427,0.00499054],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05102307,"threshold_uncertainty_score":0.269839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597313822470467,"score_gpt":0.4231295419085556,"score_spread":0.2633981596615089,"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."}}