{"id":"W6955195565","doi":"10.57912/23880471","title":"Reading, writing, and racialization: The social construction of Blackness for students and educators in a Prince George's County public middle school","year":2023,"lang":"en","type":"dissertation","venue":"American University Research Archive","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Social constructionism; Immigration; Focus group; Identity (music); Construct (python library); African descent; Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004636196,0.0005170992,0.0006087549,0.002108812,0.02834907,0.008813296,0.001043408,0.001450241,0.002473141],"category_scores_gemma":[0.005853816,0.0004535271,0.0002274761,0.001120998,0.01959421,0.004002121,0.007448189,0.003104875,0.0002001775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006073678,"about_ca_system_score_gemma":0.00689891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05287867,"about_ca_topic_score_gemma":0.1363814,"domain_scores_codex":[0.9958165,0.002724474,0.00008805263,0.0002369817,0.0004250002,0.0007089134],"domain_scores_gemma":[0.995583,0.001666001,0.001082559,0.0001784753,0.000429832,0.001060207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005647214,0.00002530389,0.006999807,0.000009467338,0.000002175228,0.0001698571,0.9897254,0.000003934814,0.0001362363,0.001193884,0.000210779,0.001517495],"study_design_scores_gemma":[0.000001225559,0.00001581405,0.007868352,0.00003108338,0.000003675696,0.00005726079,0.9880089,0.000009312332,0.00006346309,0.0002476819,0.003688938,0.000004440143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9932922,0.0001576619,0.00005049216,0.001214734,0.00001452866,0.000006931013,0.000004110713,0.000003156094,0.005256206],"genre_scores_gemma":[0.997429,0.0001630459,0.0001060863,0.0002077906,0.000008057193,0.00001048779,0.000005427849,0.000005368041,0.00206469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05287867,"threshold_uncertainty_score":0.1051418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895302523006676,"score_gpt":0.4820667329061821,"score_spread":0.2925364806055145,"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."}}