{"id":"W2993492398","doi":"10.1016/j.actpsy.2019.102939","title":"Higher math anxious people have a lower need for cognition and are less reflective in their thinking","year":2019,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Vanier College","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical anxiety; Anxiety; Cognition; Psychology; Developmental psychology; Mathematics education","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":[],"consensus_categories":[],"category_scores_codex":[0.0003199321,0.0002247296,0.0003134262,0.0001497611,0.0001003438,0.0000503166,0.000177611,0.0003240714,0.0002462916],"category_scores_gemma":[0.00004817324,0.0001793752,0.00007216016,0.0001960366,0.00004286094,0.0001281261,0.00003549133,0.0002791174,0.00006405123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807989,"about_ca_system_score_gemma":0.000007892035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004087174,"about_ca_topic_score_gemma":0.000115846,"domain_scores_codex":[0.9985052,0.0001331684,0.0002534814,0.0006183531,0.0001109228,0.0003788573],"domain_scores_gemma":[0.9989861,0.000323785,0.0002004815,0.0003471016,0.00008817932,0.00005435316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0116588,0.01035389,0.6887509,0.0002279047,0.0008036736,0.0001010341,0.1042008,0.00001302741,0.04369381,0.0322639,0.05531617,0.05261608],"study_design_scores_gemma":[0.004016361,0.0006077522,0.9773653,0.00006058229,0.00002284762,0.00001843713,0.004535493,0.00001480202,0.0000642544,0.007791181,0.005235613,0.0002674068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682144,0.0001214381,0.0001473533,0.001596735,0.00117857,0.001187901,0.00002387766,0.0001148196,0.02741493],"genre_scores_gemma":[0.9961988,0.00002985355,0.0002671824,0.001939682,0.0001451159,0.0001757168,0.00004930982,0.000033283,0.001161054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886144,"threshold_uncertainty_score":0.7314709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476202476000446,"score_gpt":0.3247586301121112,"score_spread":0.2771383825120666,"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."}}