{"id":"W4396924621","doi":"10.1075/sibil.67.17nic","title":"Bilinguals’ lexical choice in storytelling","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in bilingualism","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Storytelling; Linguistics; Psychology; Computer science; Narrative; Philosophy","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":[0.000853588,0.0002428211,0.0002416462,0.000465133,0.0003084636,0.001386466,0.0002069327,0.0004030247,0.005514015],"category_scores_gemma":[0.005229906,0.0002386486,0.00009594547,0.0002971094,0.0006468419,0.001017472,0.0006327909,0.0003964521,0.0005309623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968161,"about_ca_system_score_gemma":0.0002069698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002850048,"about_ca_topic_score_gemma":0.004370437,"domain_scores_codex":[0.9995851,0.0001631576,0.00003129726,0.0000822917,0.00009676785,0.00004137484],"domain_scores_gemma":[0.9965886,0.001924621,0.0007262317,0.0002261096,0.0001931213,0.0003412506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00323687,0.001939433,0.5192204,0.0006010227,0.0001455287,0.003578906,0.1043193,0.0007949951,0.2682452,0.004627649,0.002574116,0.09071659],"study_design_scores_gemma":[0.0002025736,0.0007269773,0.9521176,0.00008651354,0.0000575023,0.002659325,0.01945927,0.002394403,0.0122741,0.00499751,0.004936424,0.00008791751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968823,0.00009700724,0.0001303867,0.00002636286,0.000002002811,0.000003613607,0.0000264279,0.000005342888,0.002826464],"genre_scores_gemma":[0.9987772,0.0000527973,0.0001607041,0.00002234476,0.000001934817,0.000005224331,0.0000562955,0.00000705503,0.0009163833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005514015,"threshold_uncertainty_score":0.01844627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158182020780526,"score_gpt":0.433695517221345,"score_spread":0.3178773151432924,"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."}}