{"id":"W4414300468","doi":"10.1016/b978-0-323-95504-1.00842-5","title":"Cognate and Interlingual Homograph Processing in Bilingual Reading","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cognate; Meaning (existential); Reading (process); Neuroscience of multilingualism; Lexical access","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":[0.0001394499,0.0003502597,0.00017876,0.000348574,0.0001904627,0.001612277,0.0001818713,0.000486637,0.01983692],"category_scores_gemma":[0.0002447687,0.0001392505,0.0001166274,0.0002859154,0.0006249189,0.001480553,0.0003305054,0.0005210387,0.001824809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154895,"about_ca_system_score_gemma":0.0003046644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047321,"about_ca_topic_score_gemma":0.003553777,"domain_scores_codex":[0.9999624,0.000007837322,0.000002700413,0.00001063023,0.0000104704,0.000005902864],"domain_scores_gemma":[0.9998952,0.00007171097,0.000008068947,0.000006256207,0.000007808082,0.00001081129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007604733,0.0001940292,0.004471247,0.0009613535,0.00005025173,0.003861667,0.0051078,0.00071087,0.1907192,0.1752122,0.0192814,0.5986695],"study_design_scores_gemma":[0.0001323972,0.0007782037,0.1762692,0.0008165123,0.0001233942,0.01965391,0.01063901,0.007978706,0.0639676,0.4489213,0.2706072,0.0001125112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2409922,0.02693505,0.01986404,0.002408263,0.0005826365,0.00003021988,0.0004549147,0.0005514009,0.7081814],"genre_scores_gemma":[0.7545868,0.01595516,0.01030332,0.0002988259,0.0003324776,0.00003368386,0.0005830508,0.0001847594,0.217722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01983692,"threshold_uncertainty_score":0.06636113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864050656144298,"score_gpt":0.2743925476010949,"score_spread":0.2557520410396519,"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."}}