{"id":"W2979932981","doi":"10.29173/iasl7215","title":"Blindspots: Serving Your Multicultural Students","year":2016,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Reading (process); Curriculum; Multicultural education; Ethnic group; Storyboard; Pedagogy; Jigsaw; Mathematics education; Sociology; Psychology; Computer science; Multimedia; Political science; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004682733,0.0001964191,0.0001852479,0.0001008158,0.0001282993,0.0003787222,0.001581829,0.00008392226,0.0000430276],"category_scores_gemma":[0.0005858463,0.0001206483,0.00005711695,0.0002906474,0.00006448485,0.001818516,0.0004793666,0.0001297988,0.0001578038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578827,"about_ca_system_score_gemma":0.0001267441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001843979,"about_ca_topic_score_gemma":0.000002170641,"domain_scores_codex":[0.9982437,0.00001819796,0.000259913,0.0005022605,0.0005635611,0.0004123453],"domain_scores_gemma":[0.9981387,0.000108047,0.000136083,0.0001764455,0.001186003,0.0002547686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004896161,0.0005803713,0.1344041,0.0001162534,0.00009614116,0.00001484171,0.4877228,2.676379e-7,0.02465876,0.04977705,0.007108694,0.2954717],"study_design_scores_gemma":[0.006230768,0.001068191,0.6627584,0.002038308,0.00009043081,0.0002501371,0.1538638,0.002100952,0.04608588,0.04525378,0.07685477,0.003404594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978315,0.00003513236,0.01309256,0.007109524,0.0006046804,0.0001860028,0.000007526517,0.0002029205,0.0004466418],"genre_scores_gemma":[0.9174129,0.00003255542,0.07965679,0.0005186642,0.0002442027,0.00004962693,7.338402e-7,0.000009111885,0.002075423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5283543,"threshold_uncertainty_score":0.4919896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416893205619102,"score_gpt":0.3467200255293587,"score_spread":0.2925510934731677,"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."}}