{"id":"W3081961725","doi":"10.5430/wje.v10n4p160","title":"Teachers’ Knowledge of Special Educational Needs and Disability Students and Their Classroom Management Approaches","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Special educational needs; Special needs; Special education; Psychology; Educational equity; Certification; Classroom management; Mainstreaming; Equity (law); Medical education; Multimethodology; Pedagogy; Qualitative research; Mathematics education; Sociology; Medicine; Political 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":[0.0007951804,0.00008609146,0.0001623132,0.00009949461,0.0001345666,0.00007262222,0.0001946043,0.00002679664,0.0002536166],"category_scores_gemma":[0.0001216795,0.00007470787,0.00005215031,0.0003595366,0.0003679209,0.0002121818,0.00004693983,0.0001103662,0.000003090151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726361,"about_ca_system_score_gemma":0.0003725219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007887636,"about_ca_topic_score_gemma":0.0003652445,"domain_scores_codex":[0.9989971,0.0001908705,0.0003595921,0.0001238347,0.0002191929,0.0001093897],"domain_scores_gemma":[0.9992201,0.0001327691,0.0002273562,0.00008390921,0.0001084715,0.0002274432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000368565,0.001998453,0.4994269,0.00007870339,0.0000672266,1.934864e-8,0.3121127,0.000001470877,0.00001388228,0.03321298,0.01242452,0.1406262],"study_design_scores_gemma":[0.0003173094,0.00006337976,0.5048078,0.00005673795,0.00005317937,0.000001082454,0.3095461,0.000002462308,0.00002346252,0.006954302,0.1780609,0.0001133458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369019,0.0005818555,0.00001968095,0.03566388,0.0008778602,0.0002490611,0.000001379436,0.000004060068,0.02570027],"genre_scores_gemma":[0.9957426,0.0001182778,0.0004740576,0.0001628918,0.001816749,0.000008535669,0.000002559123,0.000005172157,0.001669204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1656364,"threshold_uncertainty_score":0.3046499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07878944467880127,"score_gpt":0.3577906275734339,"score_spread":0.2790011828946326,"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."}}