{"id":"W6912816417","doi":"10.5281/zenodo.7967063","title":"Bilingualism and Technologies","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; University of Ottawa","funders":"","keywords":"Neuroscience of multilingualism; Fluency; Candidacy; Charter; Promotion (chess); Conversation; Emerging technologies; Foreign language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003010378,0.0005438723,0.0004109627,0.001353796,0.00808417,0.008315122,0.0008597309,0.001836937,0.0289206],"category_scores_gemma":[0.00515307,0.0002912048,0.000271929,0.002172036,0.006249315,0.004304327,0.004868734,0.002217085,0.00749961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01676978,"about_ca_system_score_gemma":0.02507082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2456343,"about_ca_topic_score_gemma":0.2555042,"domain_scores_codex":[0.9956599,0.00119068,0.0002345333,0.0005257249,0.001467283,0.000921835],"domain_scores_gemma":[0.9957299,0.001143932,0.0001968176,0.0003177153,0.001466988,0.001144662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456364,0.0001142397,0.006446471,0.001878787,0.00001997069,0.001311189,0.03367969,0.0002796664,0.002769818,0.4337418,0.2305243,0.2890883],"study_design_scores_gemma":[0.00000822543,0.00002683097,0.001888787,0.00051723,0.000006485886,0.0005235687,0.005731709,0.0000580969,0.0003999294,0.0107903,0.9800316,0.00001728549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01499386,0.01990926,0.004336869,0.04631731,0.001716355,0.0001453884,0.0008567601,0.0004174534,0.9113067],"genre_scores_gemma":[0.4625964,0.04105889,0.01265916,0.02354971,0.001395915,0.0003808297,0.001720267,0.0006926815,0.4559462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2456343,"threshold_uncertainty_score":0.4884092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842207099227919,"score_gpt":0.3555643471734387,"score_spread":0.3171422761811595,"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."}}