{"id":"W1570571027","doi":"","title":"Promoting Mathematical Competence and Confidence in Latina Preservice Teachers: Examining Home and School Experiences.","year":2011,"lang":"en","type":"article","venue":"Multicultural education","topic":"School Choice and Performance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Competence (human resources); Psychology; Academic achievement; Aptitude; Quarter (Canadian coin); Mathematics education; Social psychology; Developmental psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004064915,0.00008925708,0.0001055168,0.00003794883,0.0002424953,0.0001166417,0.0001340019,0.00006323281,0.0001854266],"category_scores_gemma":[0.0005544323,0.00007172221,0.000007845644,0.0001690139,0.0001824535,0.000981901,0.00003770641,0.0001444573,0.00002245048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646727,"about_ca_system_score_gemma":0.0001080317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202176,"about_ca_topic_score_gemma":0.001084916,"domain_scores_codex":[0.9991413,0.00009406258,0.0001796967,0.0002126064,0.0001662565,0.0002060884],"domain_scores_gemma":[0.9995247,0.00009169713,0.00007590579,0.00008411235,0.00007956191,0.0001440504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004141279,0.00005225815,0.1165537,0.0000372967,0.000001738319,4.425372e-7,0.8777981,1.481619e-7,0.0005849078,0.0003092133,0.0000286295,0.004629389],"study_design_scores_gemma":[0.0001413313,0.00002536403,0.564624,0.0002110413,0.000005090387,0.000004507603,0.4335876,0.0004764588,0.000212209,0.0003535139,0.0002137572,0.0001451542],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950153,0.0002202419,0.000003147816,0.0003280288,0.0001086266,0.00026168,2.227631e-7,0.00003129748,0.004031406],"genre_scores_gemma":[0.9963073,0.00008015263,0.002949199,0.00009650065,0.0001263732,0.0001016907,0.00000147275,0.000003781374,0.0003335149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480702,"threshold_uncertainty_score":0.4840753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113057870731403,"score_gpt":0.335337305382448,"score_spread":0.264206726675134,"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."}}