{"id":"W4406466621","doi":"10.1037/cep0000348","title":"Math attitudes and verbal memory in multilingual younger adults.","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Verbal memory; Psychology; Linguistics; Developmental psychology; Mathematics education; Cognition; Philosophy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008639505,0.0003723842,0.0005000894,0.001012853,0.0001775626,0.00005094471,0.00074923,0.000367768,0.0008970642],"category_scores_gemma":[0.00006538675,0.0004006665,0.0001589672,0.0004717637,0.0006506218,0.0003102074,0.00003931318,0.0007254553,0.00006522318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008818482,"about_ca_system_score_gemma":0.0003581148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01372933,"about_ca_topic_score_gemma":0.05364758,"domain_scores_codex":[0.9969225,0.0001644249,0.0008678827,0.0006697715,0.00007890435,0.001296498],"domain_scores_gemma":[0.9981475,0.00009862826,0.0002633302,0.0005155485,0.00009543321,0.0008795912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003815155,0.002560058,0.7470366,0.0001616956,0.0009237221,0.008367952,0.08484812,0.00007173266,0.02397991,0.02624602,0.04417165,0.05781731],"study_design_scores_gemma":[0.006608513,0.001781579,0.9258401,0.0007253831,0.00005345765,0.003850646,0.04177897,0.00004699824,0.006690208,0.001450386,0.01024097,0.0009327786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593512,0.01353522,0.00002983474,0.001003772,0.005007838,0.0003491278,0.00004188737,0.00001755768,0.02066351],"genre_scores_gemma":[0.9937187,0.00009243802,0.000411954,0.004170796,0.000255461,0.00006898695,0.00001217581,0.00003417742,0.0012353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1788035,"threshold_uncertainty_score":0.9998445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506107984972422,"score_gpt":0.3628058865074878,"score_spread":0.3277448066577636,"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."}}