{"id":"W4388637374","doi":"10.3389/fpsyg.2023.1155158","title":"Multilingualism, multicultural experience, cognition, and creativity","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"Université de Genève","keywords":"Multilingualism; Creativity; Psychology; Neuroscience of multilingualism; Cognition; Multiculturalism; Cognitive psychology; Perspective (graphical); Divergent thinking; Social psychology; Developmental psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002619379,0.0001406432,0.0002043668,0.0003595684,0.0001088177,0.00002285438,0.0001734333,0.0001303835,0.0002756275],"category_scores_gemma":[0.0002348321,0.0001353697,0.00003179957,0.0008409423,0.0005371021,0.0001108695,0.00003888223,0.0001960667,0.0001564281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544661,"about_ca_system_score_gemma":0.00001099106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003535419,"about_ca_topic_score_gemma":0.0000160469,"domain_scores_codex":[0.9985067,0.0002048543,0.0002299215,0.0005638942,0.0001114734,0.0003831317],"domain_scores_gemma":[0.9993846,0.0001356244,0.00006524841,0.0002798043,0.0000369766,0.00009774512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002264249,0.0006833612,0.5974156,0.00001224709,0.00002767561,0.0001451302,0.09184439,0.00000203427,0.005421505,0.000655213,0.2009843,0.1025821],"study_design_scores_gemma":[0.001532739,0.0001043272,0.9234577,0.0000156395,0.0000103655,0.00009202147,0.02514982,0.0003134014,0.0003888321,0.00216267,0.04646127,0.0003112213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977412,0.0001648169,0.0007827229,0.001071135,0.006529707,0.0002487315,0.00001509041,0.0001644006,0.01361132],"genre_scores_gemma":[0.9948078,0.0001518286,0.001345951,0.00129334,0.00008326242,0.0001551787,0.00001791511,0.00001335178,0.002131336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260421,"threshold_uncertainty_score":0.5520218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635239568922048,"score_gpt":0.4233448051029932,"score_spread":0.3669924094137727,"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."}}