{"id":"W3007538614","doi":"10.5430/wje.v10n1p81","title":"Implementation of Differentiated Instruction in Middle School Classrooms: A Qualitative Study","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Psychology; Thematic analysis; Fidelity; Mathematics education; Qualitative research; Special education; Mainstreaming; Professional development; Pedagogy; Differentiated instruction; Multimethodology; Special needs; Faculty development; Sociology; Computer science","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":[0.0002069317,0.00006984751,0.0001734008,0.00003578684,0.0000309401,0.00002044095,0.00009898048,0.00001915957,0.0002402973],"category_scores_gemma":[0.00003425056,0.00002569495,0.00005549573,0.0006588588,0.000008896436,0.0002204175,0.00001075179,0.0001084528,0.00000329517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005088615,"about_ca_system_score_gemma":0.00003123855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007771293,"about_ca_topic_score_gemma":0.005693601,"domain_scores_codex":[0.9989195,0.0002332966,0.0004990685,0.00008623413,0.0001847293,0.00007718964],"domain_scores_gemma":[0.9991758,0.00005127929,0.0005106824,0.00001460855,0.0001723887,0.00007524883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567801,0.0009653549,0.5811099,0.00002999698,0.00007444202,0.000001312351,0.054712,0.000006208355,0.2607124,0.0001115615,0.002014472,0.1001055],"study_design_scores_gemma":[0.0003004872,0.0003789982,0.6998562,0.00004180729,0.00001392597,0.000002195803,0.2979017,0.000001083506,0.0008184534,0.00008231457,0.0005559978,0.00004688632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975368,0.0001302446,0.000001793935,0.001772124,0.0002419137,0.0002301769,0.000002958718,0.000003879268,0.00008014849],"genre_scores_gemma":[0.9994653,0.000007837262,0.00002224806,0.00006441844,0.0003719604,0.000006297162,0.00001205264,4.097012e-7,0.00004941433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2598939,"threshold_uncertainty_score":0.3177163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913701704175702,"score_gpt":0.3249348568643817,"score_spread":0.2757978398226247,"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."}}