{"id":"W2006671651","doi":"10.1007/bf03217553","title":"Mathematics anxiety in preservice teachers: Its relationship to their conceptual and procedural knowledge of fractions","year":2009,"lang":"en","type":"article","venue":"Mathematics Education Research Journal","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Lawrence College; Concordia University","funders":"","keywords":"Procedural knowledge; Mathematics education; Anxiety; Psychology; Cognition; Elementary mathematics; Rating scale; Developmental psychology; Body of knowledge; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003212029,0.0001737999,0.0002611831,0.0007861613,0.0003306486,0.0001266337,0.0004141005,0.0001443642,0.0005163051],"category_scores_gemma":[0.001727677,0.0001533313,0.00005414872,0.001044842,0.0001337152,0.0003160674,0.00004913998,0.0009005928,0.0000964217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825805,"about_ca_system_score_gemma":0.0008430261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433076,"about_ca_topic_score_gemma":0.00007365028,"domain_scores_codex":[0.9977008,0.0004409506,0.0007671913,0.0002526927,0.0003901368,0.00044821],"domain_scores_gemma":[0.9971769,0.0007954661,0.000281307,0.0004029244,0.001035599,0.0003077939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002928698,0.00895049,0.04196137,0.0003210506,0.00006609797,7.374111e-7,0.7284726,0.0000138133,0.001396954,0.176384,0.03595663,0.006446938],"study_design_scores_gemma":[0.000923222,0.0003711547,0.3111788,0.0008224729,0.00003540436,0.0001656004,0.5756549,0.0002382457,0.0005077962,0.09994859,0.009790286,0.0003635797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734572,0.0008102189,0.000592374,0.00673969,0.0003481529,0.0008717586,0.000008679981,0.0000208635,0.01715104],"genre_scores_gemma":[0.9869272,0.00008292164,0.007007904,0.0001656957,0.0003062425,0.0001297558,0.000009181736,0.00002404489,0.005347118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2692174,"threshold_uncertainty_score":0.6252669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473712907048121,"score_gpt":0.4748108011990551,"score_spread":0.3274395104942429,"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."}}