{"id":"W4410878135","doi":"10.46827/ejae.v10i1.6018","title":"INCLUSION, DEVELOPMENT AND WELL-BEING OF NEUROATYPICAL INDIVIDUALS THROUGH ALTERNATIVE EDUCATIONAL APPROACHES: A BOON OR A BANE? A NARRATIVE LITERATURE REVIEW","year":2025,"lang":"en","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Narrative; Narrative review; Psychology; Epistemology; Engineering ethics; Psychotherapist; Literature; Philosophy; Social psychology; Art; Engineering","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":[0.001194589,0.0002933035,0.0004794121,0.0004709153,0.0006476095,0.00008366135,0.0004539326,0.00002100532,0.00004589003],"category_scores_gemma":[0.00521123,0.0002126362,0.00009544435,0.001158722,0.0004378747,0.0006831501,0.0004857497,0.0004092803,0.000009238012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387032,"about_ca_system_score_gemma":0.0009347614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001386345,"about_ca_topic_score_gemma":9.934103e-7,"domain_scores_codex":[0.9960367,0.001586965,0.001044043,0.0004988054,0.0006298301,0.0002036663],"domain_scores_gemma":[0.9960476,0.001000079,0.001260969,0.0001710944,0.001418964,0.0001012725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009194489,0.004527447,0.003130233,0.003269817,0.0007378649,0.00009897976,0.7890058,0.00003571664,0.008560992,0.07012108,0.04604807,0.0735446],"study_design_scores_gemma":[0.005649433,0.002917954,0.05257852,0.07389076,0.0007373109,0.001664302,0.1033487,0.000064021,0.2775057,0.04881249,0.4308654,0.001965365],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903276,0.03493036,0.002247367,0.02766277,0.006651467,0.001172043,0.00001098171,0.00002873859,0.02402033],"genre_scores_gemma":[0.9535192,0.02829578,0.002750126,0.01136815,0.0004845382,0.00004722748,0.000005343283,0.00002632664,0.003503362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685657,"threshold_uncertainty_score":0.8671052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530226945022,"score_gpt":0.3625803607563057,"score_spread":0.2772780913060857,"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."}}