{"id":"W4399980612","doi":"10.1007/978-3-031-60746-2_17","title":"Multicultural Findings and Considerations from Brief Interventions","year":2024,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multiculturalism; Psychological intervention; Psychology; Pedagogy; Psychiatry","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":[0.0443243,0.0004964832,0.0008379762,0.001826377,0.004531754,0.006153843,0.003351009,0.001971512,0.007548802],"category_scores_gemma":[0.04487126,0.000389837,0.0008602247,0.001953462,0.005779715,0.006722305,0.007023442,0.003327516,0.0005679083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006210335,"about_ca_system_score_gemma":0.01219149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616838,"about_ca_topic_score_gemma":0.04841506,"domain_scores_codex":[0.9776962,0.01710916,0.001180155,0.0005400069,0.00261598,0.0008584968],"domain_scores_gemma":[0.9620135,0.03034529,0.000738772,0.002108327,0.003215581,0.00157859],"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":[0.0004198878,0.0005667453,0.00763298,0.001765637,0.00008430117,0.002195837,0.1135316,0.0002246638,0.0008596063,0.04573071,0.02027195,0.8067161],"study_design_scores_gemma":[0.00050281,0.001320796,0.05733052,0.01241022,0.0006186099,0.00987027,0.4407039,0.0006707436,0.004015165,0.07643501,0.395944,0.0001779321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2091723,0.1248882,0.01882423,0.3159514,0.01127876,0.001097055,0.0002742906,0.0003543991,0.3181593],"genre_scores_gemma":[0.766477,0.07395339,0.04526768,0.07010016,0.002720821,0.003079779,0.0003278769,0.0004317689,0.03764147],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0443243,"threshold_uncertainty_score":0.2344121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152793932254671,"score_gpt":0.3620143409741065,"score_spread":0.3104864016515597,"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."}}