{"id":"W7159613968","doi":"10.22161/ijels.v1.n1.2","title":"Leadership and Monitoring Practices for the Inclusion of Students with Autism in Mainstream Primary Schools: A Mixed-Methods Study from Israel with International Perspectives","year":2025,"lang":"","type":"article","venue":"International Journal of English Literature Linguistics and Social Sciences A Multidisciplinary Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Mainstream; Equity (law); Mainstreaming; Autism; Professional development; Special education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005883303,0.0004318657,0.0005881845,0.001470337,0.003582341,0.002603034,0.0007258322,0.0006630844,0.001409663],"category_scores_gemma":[0.004332244,0.0005282792,0.0003680068,0.000910537,0.001546282,0.001193776,0.002308273,0.0008588474,0.0001733982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064322,"about_ca_system_score_gemma":0.004392174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075332,"about_ca_topic_score_gemma":0.01353012,"domain_scores_codex":[0.9974667,0.00124676,0.0001849616,0.0002549643,0.0003324203,0.0005141562],"domain_scores_gemma":[0.9968897,0.001554836,0.0005223517,0.0001382353,0.0005236097,0.0003713475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001508363,0.003063561,0.2922114,0.0003188084,0.00002984183,0.000847326,0.6590778,0.00005492508,0.001701896,0.0005769069,0.0003618969,0.04160474],"study_design_scores_gemma":[0.0000326894,0.001091567,0.1733757,0.000233758,0.00004687437,0.0003097129,0.8207825,0.000125431,0.0007019339,0.0001486517,0.003130002,0.00002117054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992639,0.0000620863,0.00007179363,0.00003704151,0.00000224793,0.00007065422,0.000009755746,8.615177e-7,0.000481458],"genre_scores_gemma":[0.998973,0.0001549982,0.0003037865,0.00007127785,0.000004270793,0.0001562822,0.0000233107,0.000002164991,0.000310863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005883303,"threshold_uncertainty_score":0.03111428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07020178971074681,"score_gpt":0.4665448339131908,"score_spread":0.396343044202444,"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."}}