{"id":"W4409262048","doi":"10.1007/978-3-031-57286-9_10-1","title":"School-Based Mental Health Supports for Students with Emotional and/or Behavioral Disorders","year":2025,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Emotional and behavioral disorders; Mental health; Psychology; Emotional health; Clinical psychology; Psychiatry; Political science","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":[0.0001691489,0.0001757409,0.0001476591,0.0003006857,0.0004547271,0.0006306376,0.0005238433,0.0006204182,0.03019537],"category_scores_gemma":[0.0003446261,0.0001094639,0.0001911251,0.0002313143,0.0001665991,0.000568377,0.0008048375,0.001013198,0.003971176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690517,"about_ca_system_score_gemma":0.001715652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528241,"about_ca_topic_score_gemma":0.02348802,"domain_scores_codex":[0.999944,0.00001282168,0.00000283214,0.000003933268,0.00002062562,0.00001583437],"domain_scores_gemma":[0.99989,0.00003423852,0.000009320988,0.000003211573,0.00001144299,0.00005181244],"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":[0.00002258607,0.0006111154,0.001495699,0.0003351927,0.000006595506,0.0001975151,0.000838174,0.0001091152,0.0004502431,0.007170428,0.3886423,0.6001211],"study_design_scores_gemma":[0.00003472717,0.0001922247,0.01959706,0.001189871,0.00001400671,0.000664103,0.002342799,0.0001792851,0.000267121,0.006337178,0.9691724,0.000009226662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03588308,0.1481093,0.003285236,0.04084501,0.006439076,0.0003216592,0.0006558399,0.0004830721,0.7639778],"genre_scores_gemma":[0.08878344,0.1185493,0.007305498,0.00807151,0.001229945,0.0004093958,0.0007430284,0.0000826929,0.7748252],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03019537,"threshold_uncertainty_score":0.1010135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268777157497018,"score_gpt":0.3702033450500812,"score_spread":0.3475155734751111,"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."}}