{"id":"W4403670864","doi":"10.1016/j.jneuroling.2024.101232","title":"Comprehension-based language switching in experienced and newly learned languages: Evidence from induced brain oscillations","year":2024,"lang":"en","type":"article","venue":"Journal of Neurolinguistics","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Comprehension; Computer science; Psychology; Cognitive psychology; Cognitive science; Natural language processing; Neuroscience; Programming language","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":[0.0002366287,0.0002054687,0.0002484548,0.0001741801,0.0001240845,0.0003456054,0.0002978579,0.0003184986,0.002043576],"category_scores_gemma":[0.001680481,0.000206088,0.0001914758,0.0001670688,0.0004929176,0.0003294817,0.0003317249,0.0006872172,0.0002277491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537318,"about_ca_system_score_gemma":0.0001376105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003157453,"about_ca_topic_score_gemma":0.0004685529,"domain_scores_codex":[0.9998507,0.00003417034,0.000009150165,0.00004838005,0.00002444838,0.00003301332],"domain_scores_gemma":[0.999406,0.0003153631,0.0001153329,0.00005864366,0.00003646285,0.00006822365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001298684,0.0001611986,0.006502314,0.00008080577,0.00007335954,0.0001356373,0.0001794607,0.0001974352,0.9762481,0.0004688408,0.000191505,0.01446277],"study_design_scores_gemma":[0.0006687573,0.001149329,0.7810532,0.00005734216,0.0002167482,0.001456318,0.0003004829,0.009326432,0.1991328,0.004980812,0.001599564,0.0000580961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949333,0.0002118061,0.003120337,0.0000854585,0.00003302435,0.00002426854,0.0001941562,0.00003694868,0.001360728],"genre_scores_gemma":[0.9972457,0.0001308863,0.001628465,0.00006895101,0.00002294806,0.00005861005,0.0002136175,0.00005329091,0.0005776303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002043576,"threshold_uncertainty_score":0.006836414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07465154601550276,"score_gpt":0.3771761736067319,"score_spread":0.3025246275912292,"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."}}