{"id":"W4324351357","doi":"10.1002/sce.21791","title":"Science education with multilingual learners: Equity as access and equity as transformation","year":2023,"lang":"en","type":"article","venue":"Science Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Academy of Education; Purdue University; Educational Testing Service; York University; Vanderbilt University; National Science Foundation","keywords":"Equity (law); Sociology; Public relations; Political science; Science education; Higher education; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152067,0.0003180693,0.0004434253,0.001812251,0.006266632,0.01674628,0.001255056,0.002721253,0.006005053],"category_scores_gemma":[0.01798596,0.0001807633,0.0002884628,0.001707985,0.04009179,0.01838148,0.01780316,0.005588637,0.0002840875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009410349,"about_ca_system_score_gemma":0.01035261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005323737,"about_ca_topic_score_gemma":0.007843433,"domain_scores_codex":[0.9855728,0.01010318,0.0003003401,0.0008877685,0.001575092,0.001560955],"domain_scores_gemma":[0.9709046,0.01876018,0.002747545,0.001339532,0.002204627,0.004043481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002367815,0.00006669585,0.005363222,0.0001124054,0.000006762858,0.000106307,0.06045574,0.0001317115,0.0001155558,0.9111368,0.001306864,0.02117424],"study_design_scores_gemma":[0.00002220634,0.0001296157,0.01055139,0.001405066,0.00002101674,0.0002135596,0.19211,0.0008672383,0.0009813901,0.666359,0.1272838,0.00005592718],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4378853,0.01322424,0.01543547,0.2078183,0.0006639393,0.00009584178,0.0001043392,0.00003721908,0.3247353],"genre_scores_gemma":[0.9935259,0.001235871,0.0006866358,0.00255539,0.0001100783,0.00002868528,0.000008020515,0.000007885964,0.00184167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674628,"threshold_uncertainty_score":0.08042175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404253857071343,"score_gpt":0.5778252653801256,"score_spread":0.4373998796729913,"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."}}