{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667649,0.0001351285,0.0001683599,0.0001927863,0.0007085734,0.0001298217,0.0001762286,0.00007352768,0.000007740122],"category_scores_gemma":[0.002770746,0.00008299035,0.00003363069,0.0005544065,0.00149855,0.0001808871,0.0004719939,0.0005221797,0.000002147944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002586374,"about_ca_system_score_gemma":0.0002614719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084739,"about_ca_topic_score_gemma":0.0003837801,"domain_scores_codex":[0.9978582,0.0008209911,0.0002545748,0.0005164795,0.0002646485,0.0002851673],"domain_scores_gemma":[0.996039,0.003360837,0.00006031721,0.0002585523,0.0002067554,0.00007455909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004930696,0.001040024,0.06766891,0.002041753,0.0002561499,0.00008568879,0.5771556,0.000009861792,0.1639761,0.04063057,0.0001038373,0.1465384],"study_design_scores_gemma":[0.004655369,0.000599328,0.8460623,0.0009363757,0.0003044796,0.0009685028,0.05095803,0.02420102,0.06682231,0.003496454,0.0004907342,0.0005050638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916729,0.003291328,0.00001230925,0.00200096,0.00002843201,0.001461819,0.0002495404,0.0000545037,0.001228199],"genre_scores_gemma":[0.9969838,0.00240086,0.00005942873,0.000121122,0.00005257431,0.0002168569,0.00000940593,0.00001282094,0.000143175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7783934,"threshold_uncertainty_score":0.552147,"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."}}