{"id":"W32643322","doi":"10.1002/acm2.12958","title":"An Investigation of Preservice Teachers' Perceptions of African American Students' Ability To Achieve in Mathematics and Science.","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brainlab; Atlantic Canada Opportunities Agency","keywords":"Mathematics education; Perception; Science education; Psychology; African american; Pedagogy; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009289254,0.00006803765,0.0003648885,0.00008586513,0.0001155438,0.00002750548,0.0008374539,0.00006760229,0.000245344],"category_scores_gemma":[0.001355805,0.00005618541,0.00005482846,0.001166851,0.003727048,0.0002132699,0.00004473588,0.0003989708,0.000003503456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843749,"about_ca_system_score_gemma":0.001251437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705132,"about_ca_topic_score_gemma":0.0003106524,"domain_scores_codex":[0.9968199,0.0002329173,0.0009363603,0.0001760677,0.001648973,0.0001858052],"domain_scores_gemma":[0.9974912,0.0009411433,0.0004476292,0.000191692,0.0002266831,0.0007016186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702548,0.002930601,0.3514415,0.00003165988,0.00001650212,6.95687e-7,0.3253801,0.0001275725,0.001616996,0.009623476,0.0001145619,0.3085461],"study_design_scores_gemma":[0.0006099229,0.0008749727,0.7989514,0.00007894647,0.00003220126,7.516751e-7,0.1563121,0.0002413848,0.00009647301,0.0424884,0.0001757631,0.0001376791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946371,0.000002191936,0.0001690974,0.002775334,0.00008836926,0.0001540035,0.000001423711,0.000004021562,0.002168471],"genre_scores_gemma":[0.9953018,0.00006098468,0.003962453,0.0003797752,0.0002799856,0.000002782644,2.777528e-7,0.000003512167,0.000008393915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4475099,"threshold_uncertainty_score":0.9989842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090924645433529,"score_gpt":0.4763776283434128,"score_spread":0.4154683818890775,"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."}}