{"id":"W6912640821","doi":"10.5281/zenodo.7966769","title":"Bilingualism and Technologies","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort","funders":"","keywords":"Neuroscience of multilingualism; Fluency; Candidacy; Charter; Promotion (chess); Conversation; Emerging technologies; Foreign language; French","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":[0.002894127,0.0006134406,0.000456082,0.001306744,0.007119072,0.008257161,0.0009855288,0.002028374,0.0476439],"category_scores_gemma":[0.00577033,0.0003045546,0.0003710254,0.001986268,0.004556797,0.004844122,0.006214916,0.002127803,0.01536852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009673213,"about_ca_system_score_gemma":0.01345244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09212221,"about_ca_topic_score_gemma":0.118131,"domain_scores_codex":[0.9960706,0.001283725,0.0002123943,0.0004552901,0.001227353,0.0007505978],"domain_scores_gemma":[0.9964907,0.0008165772,0.0001414965,0.0003855568,0.001167183,0.0009984743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001707108,0.0001142264,0.004534693,0.001668438,0.000026278,0.001186073,0.02520618,0.0002031696,0.003577439,0.3209161,0.3300023,0.3123944],"study_design_scores_gemma":[0.00001003542,0.00002770553,0.001082064,0.0003433512,0.000006952411,0.0005131187,0.004236834,0.00005649066,0.0005005075,0.01091732,0.9822896,0.00001596022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01147195,0.01232495,0.005646453,0.03510351,0.00219444,0.0001340842,0.000780025,0.000770743,0.9315739],"genre_scores_gemma":[0.307321,0.02404443,0.01514096,0.02225731,0.001259311,0.0003937407,0.002291304,0.001149387,0.6261426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09212221,"threshold_uncertainty_score":0.183172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189330532980027,"score_gpt":0.4062615204802548,"score_spread":0.2873284671822521,"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."}}