{"id":"W4404042765","doi":"10.1186/s41235-024-00592-4","title":"Self-evaluations and the language of the beholder: objective performance and language solidarity predict L2 and L1 self-evaluations in bilingual adults","year":2024,"lang":"en","type":"article","venue":"Cognitive Research Principles and Implications","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Research on Brain Language and Music","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs","keywords":"Solidarity; Psychology; Value (mathematics); Linguistics; Social psychology; Neuroscience of multilingualism; First language; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001821259,0.0002752091,0.0002503664,0.0005413675,0.0006323532,0.001536685,0.0001819629,0.0003995617,0.001871767],"category_scores_gemma":[0.005773659,0.0001332359,0.0003067963,0.0002942583,0.0007222821,0.0006397573,0.001037951,0.0004941641,0.0003235241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484222,"about_ca_system_score_gemma":0.0005097011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193304,"about_ca_topic_score_gemma":0.02161028,"domain_scores_codex":[0.9993886,0.0002140504,0.00005377119,0.00008634431,0.0001682474,0.00008903845],"domain_scores_gemma":[0.9962015,0.001007134,0.001246381,0.0001567902,0.0007163974,0.0006719701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003275804,0.0001022874,0.9525183,0.00006943351,0.00005697409,0.0001772764,0.0352239,0.00007371519,0.002002629,0.0001941111,0.000290853,0.00896295],"study_design_scores_gemma":[0.00001146414,0.0001301455,0.9734212,0.000040817,0.00002918206,0.000190369,0.02422377,0.0003183265,0.0005880698,0.0002392936,0.0007779429,0.00002942802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990369,0.00006634823,0.00005318255,0.00003266623,0.000002375217,0.000003153786,0.00002808404,0.000001185675,0.0007761719],"genre_scores_gemma":[0.9994168,0.00004236424,0.00008584655,0.00002377729,0.000002785856,0.000006452543,0.00005366313,0.000001822027,0.0003664748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193304,"threshold_uncertainty_score":0.02372718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07898564226343958,"score_gpt":0.4117970722920458,"score_spread":0.3328114300286062,"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."}}