{"id":"W7054980601","doi":"","title":"Breaking Barriers: A Blended Mosaic Model of Inclusion for English Language Learners","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Transformational leadership; Transformative learning; Plan (archaeology); Social exclusion; Ell; Process (computing); Diversity (politics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570781,0.000189402,0.0002212265,0.0003070736,0.0004841335,0.00004162006,0.0006206796,0.00008190671,0.00003128349],"category_scores_gemma":[0.00002337752,0.0002427794,0.0001264903,0.000419022,0.00004027252,0.0005332217,0.0006777192,0.0003605321,0.000004217899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587124,"about_ca_system_score_gemma":0.00008716851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003198944,"about_ca_topic_score_gemma":0.00009001754,"domain_scores_codex":[0.9988693,0.0000725642,0.0001926315,0.0002874834,0.00027311,0.000304929],"domain_scores_gemma":[0.9992507,0.00006757634,0.00008147735,0.0003755327,0.0000657898,0.0001589146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004101889,0.0002549349,0.1421475,0.000678325,0.0003918797,0.00008876884,0.05193498,0.6046725,0.195238,0.001800668,0.00006064889,0.002321659],"study_design_scores_gemma":[0.04338652,0.002469818,0.03767471,0.001357789,0.003056937,0.0001532945,0.1455203,0.08559103,0.550929,0.008720258,0.1086496,0.01249084],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871525,0.0000663819,0.01127724,0.00004280268,0.0001165236,0.0003825927,0.0003610576,0.0003418071,0.0002591392],"genre_scores_gemma":[0.9975885,0.00001186568,0.0002289952,0.00007211324,0.00003894496,0.00001447102,0.00009700049,0.0000545303,0.001893633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5190815,"threshold_uncertainty_score":0.9900257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658739994091857,"score_gpt":0.2735657030017734,"score_spread":0.2269783030608548,"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."}}