{"id":"W4389206533","doi":"10.5539/jedp.v14n1p23","title":"Math Anxiety, Achievement and Perceptions of Same-Ethnic Peers in Math Class","year":2023,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development","keywords":"Ethnic group; Mathematical anxiety; Psychology; Feeling; Anxiety; Class (philosophy); Perception; Developmental psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393256,0.0001390127,0.0002504457,0.0004345668,0.00008252396,0.00001415085,0.0001521829,0.0001075562,0.0008341354],"category_scores_gemma":[0.00004653714,0.0001287586,0.00004936411,0.0003772768,0.0002055061,0.0001258598,0.00004272103,0.0002241936,0.00007441595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006277766,"about_ca_system_score_gemma":0.0001969051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006075748,"about_ca_topic_score_gemma":0.0001073739,"domain_scores_codex":[0.9986271,0.00009366922,0.0005973186,0.0002395817,0.0001926411,0.0002496562],"domain_scores_gemma":[0.9991834,0.0001864216,0.000284366,0.0001056064,0.0001084064,0.0001318542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009402368,0.0007282845,0.9481518,0.00002928591,0.00009360923,0.000002754041,0.01475399,0.000001306615,0.0007030559,0.01070817,0.01573529,0.008998444],"study_design_scores_gemma":[0.0009154381,0.0001180915,0.9644473,0.00003582811,0.00001664912,0.0002420311,0.02351304,0.000002099477,0.000003004849,0.007035026,0.003554616,0.0001169501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813503,0.0006278786,0.00001922024,0.01392868,0.001372637,0.0001424832,0.00001281639,0.000005656178,0.002540351],"genre_scores_gemma":[0.9922995,0.00145103,0.002159457,0.00112494,0.0001910906,0.00002867487,0.00004215416,0.00001497317,0.002688178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01629544,"threshold_uncertainty_score":0.9133198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395210183881732,"score_gpt":0.3923556376429353,"score_spread":0.348403535804118,"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."}}