{"id":"W4392370404","doi":"10.1177/13670069241233388","title":"Cross-language activation and semantic judgements of translation ambiguous words among Chinese–English bilinguals","year":2024,"lang":"en","type":"article","venue":"International Journal of Bilingualism","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Linguistics; Psychology; Neuroscience of multilingualism; Translation (biology); Cognitive psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008588042,0.0001459359,0.0002309634,0.0006061454,0.0000346125,0.0001646627,0.0002307004,0.0001131437,0.004821977],"category_scores_gemma":[0.0004500949,0.0001232146,0.0001581695,0.0002213852,0.00009711858,0.0003931095,0.00002671314,0.0003279238,0.000009298616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004389282,"about_ca_system_score_gemma":0.00005269542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643065,"about_ca_topic_score_gemma":0.000006708513,"domain_scores_codex":[0.9983089,0.0001232185,0.0007389369,0.0002083256,0.0004799207,0.0001407268],"domain_scores_gemma":[0.998654,0.0002746474,0.0003891948,0.0001258434,0.0004900964,0.00006618979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008054817,0.0004937152,0.03513202,0.0002366831,0.002301177,0.001883867,0.4434516,0.000650098,0.06270427,0.001349717,0.000325341,0.450666],"study_design_scores_gemma":[0.01385428,0.001338293,0.8335575,0.004049473,0.0005777841,0.002518327,0.07646725,0.005618868,0.04478022,0.004065596,0.01145049,0.00172191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875336,0.005075087,0.001316337,0.0001287792,0.003723613,0.00009522741,0.00001597116,0.00004315023,0.002068252],"genre_scores_gemma":[0.9973939,0.00002610843,0.0002518537,0.0003397704,0.001377132,0.000002268494,0.00002586069,0.0000266294,0.0005564602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7984255,"threshold_uncertainty_score":0.9960877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410640985012725,"score_gpt":0.3793076513315078,"score_spread":0.3652012414813806,"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."}}