{"id":"W4388270394","doi":"10.54254/2753-7048/16/20231143","title":"A Review Study of Inclusive Education","year":2023,"lang":"en","type":"review","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Special needs; Special education; Psychology; Inclusion (mineral); Universal design; Anxiety; Pedagogy; Medical education; Mathematics education; Medicine; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00221552,0.0007855735,0.002327044,0.006860073,0.0005808391,0.002294127,0.0009073396,0.001475986,0.006100869],"category_scores_gemma":[0.009005344,0.000447991,0.001418627,0.01008873,0.0008216149,0.002817912,0.001159836,0.001700641,0.0008235674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069133,"about_ca_system_score_gemma":0.005866729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851289,"about_ca_topic_score_gemma":0.005382719,"domain_scores_codex":[0.9986051,0.0003901078,0.0003981834,0.0001844513,0.0003592621,0.00006292298],"domain_scores_gemma":[0.9941461,0.004418915,0.0005516108,0.0001037602,0.0006339932,0.0001456087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001184798,0.00009872345,0.0004497532,0.3692262,0.0007238673,0.0002961445,0.0006662342,0.0001958839,0.0004743749,0.005091844,0.01966365,0.6029949],"study_design_scores_gemma":[0.00004503455,0.0001761964,0.003286487,0.2529012,0.00200847,0.002148618,0.0008602737,0.00005321986,0.0002262024,0.002047743,0.7362043,0.00004229108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009580158,0.9990532,0.00004223758,0.0001506264,0.00009839647,0.000009058169,0.00001709484,0.000001724818,0.0005319323],"genre_scores_gemma":[0.001279691,0.9980804,0.0001367285,0.0002679977,0.00006965052,0.00001823434,0.00002513461,0.000001588105,0.0001206614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006860073,"threshold_uncertainty_score":0.02040941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07888108408289951,"score_gpt":0.4978229139603433,"score_spread":0.4189418298774438,"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."}}