{"id":"W2911324274","doi":"10.5206/eei.v28i3.7775","title":"Exemplary Teachers’ Understandings of Writing Instruction for Students with Disabilities Included in Secondary Language Arts Classes: It’s a Beautiful Struggle","year":2018,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Psychology; Mathematics education; Context (archaeology); Special education; Teaching method; Language arts; Qualitative research; Professional development; The arts; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031992,0.0004903918,0.0006295447,0.001317044,0.007536152,0.004920853,0.001319013,0.001977539,0.001803616],"category_scores_gemma":[0.0112284,0.0004385043,0.000499219,0.0006919117,0.008730676,0.004239805,0.00567803,0.003835035,0.0004040647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015275,"about_ca_system_score_gemma":0.003691923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007479689,"about_ca_topic_score_gemma":0.01480696,"domain_scores_codex":[0.9965824,0.001641491,0.0002720108,0.0004173728,0.0006692967,0.0004172727],"domain_scores_gemma":[0.9936839,0.003671979,0.0008876495,0.0004168922,0.00062836,0.000711265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009681881,0.00005172411,0.004365741,0.00008196248,0.000002801506,0.0008937751,0.9866878,0.00004773581,0.0009157927,0.001389514,0.0006024237,0.004951005],"study_design_scores_gemma":[0.000007415547,0.00005663696,0.006659703,0.0003167617,0.00001214468,0.001422787,0.9704725,0.0001239544,0.0007849174,0.001464142,0.01865802,0.00002102265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853367,0.0006123893,0.001504739,0.003022902,0.00004462884,0.00003512079,0.00003515913,0.00002482001,0.009383471],"genre_scores_gemma":[0.9948074,0.0006792914,0.001210243,0.000427183,0.000008665529,0.00004922451,0.000029539,0.00002251293,0.002766024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007536152,"threshold_uncertainty_score":0.02187747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05140537903128543,"score_gpt":0.4285377665530245,"score_spread":0.3771323875217391,"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."}}