{"id":"W4200187132","doi":"10.29173/assert29","title":"Why and How Should We Teach Asian American History?","year":2021,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Conversation; Scholarship; Pacific islanders; Asian americans; American history; Context (archaeology); History of Asian Americans; History; Gender studies; Perspective (graphical); Media studies; Sociology; Anthropology; Political science; Law; Ethnic group; Art; Visual arts; Archaeology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002011013,0.0001110514,0.0003215235,0.0001425505,0.001352293,0.00004539359,0.0001826784,0.00006943638,0.00008662929],"category_scores_gemma":[0.003185046,0.0001181964,0.000114509,0.0005779327,0.005002004,0.0001487984,0.00005438686,0.0002571229,0.000002553209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149655,"about_ca_system_score_gemma":0.001769416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959536,"about_ca_topic_score_gemma":0.002128799,"domain_scores_codex":[0.9975761,0.0008504221,0.0001513409,0.0003006018,0.0006362482,0.0004852419],"domain_scores_gemma":[0.9976947,0.0004124743,0.0001516791,0.000130723,0.001433094,0.000177359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000936267,0.00007409159,0.0003069951,0.00002527895,0.00006431087,2.947722e-7,0.341609,8.629838e-9,0.00002365926,0.008161173,0.5595549,0.09017092],"study_design_scores_gemma":[0.00003569111,0.00004461102,0.0002156736,0.000009399117,0.000005495863,9.23247e-8,0.4761488,7.48139e-8,0.00001904403,0.0006005117,0.5228587,0.00006186969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01288042,0.02559879,0.00004617268,0.7097312,0.0008902589,0.0006288858,0.00002853601,0.00006437155,0.2501314],"genre_scores_gemma":[0.8760614,0.012324,0.001048188,0.002470576,0.001413142,0.0003116323,0.00002183194,0.00003819797,0.106311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8631811,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3229464187652309,"score_gpt":0.5119722080334552,"score_spread":0.1890257892682243,"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."}}