{"id":"W1532335234","doi":"10.1017/cbo9780511845352.001","title":"Introduction","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saint Mary's University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004404952,0.0009001511,0.0006826922,0.001187338,0.001609596,0.004795793,0.001520247,0.002296489,0.5033939],"category_scores_gemma":[0.0017368,0.0002921294,0.00049204,0.001171045,0.0008432817,0.003887011,0.002681467,0.002110085,0.3437558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548746,"about_ca_system_score_gemma":0.00130473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021474,"about_ca_topic_score_gemma":0.003582504,"domain_scores_codex":[0.9993789,0.00007359714,0.00003421247,0.0001751222,0.0002729632,0.00006515826],"domain_scores_gemma":[0.9995303,0.00008468724,0.00002119399,0.00007358057,0.0001842076,0.0001060204],"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":[0.00003248764,0.00003404753,0.0001617748,0.0002063736,0.000003690815,0.0001301902,0.0003248581,0.0001191956,0.000339666,0.05346105,0.7719499,0.1732368],"study_design_scores_gemma":[0.000001212275,0.000004350959,0.00006790491,0.00005167603,5.195627e-7,0.00006455951,0.00004299553,0.00001630512,0.0000300529,0.002514046,0.9972044,0.000002021609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003882135,0.004844635,0.002446787,0.003845972,0.005789412,0.00007052197,0.001406905,0.000602357,0.9806052],"genre_scores_gemma":[0.002170505,0.002415636,0.001242462,0.001624195,0.0008247932,0.00004785668,0.001128557,0.0002618428,0.9902841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5033939,"threshold_uncertainty_score":0.7083483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340342730837511,"score_gpt":0.2108480043900365,"score_spread":0.1874445770816613,"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."}}