{"id":"W7025048444","doi":"","title":"Supporting the Development of Healthy Ethnic and Cultural Identities in Adolescents: Recommendations for Multicultural Counselling Practices","year":2022,"lang":"en","type":"other","venue":"National University System Repository (National University System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Ethnic group; Identity (music); Cultural identity; Context (archaeology); Population; Cultural diversity; Identity formation","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00295025,0.0004030476,0.0005878827,0.001261991,0.001578095,0.00007700561,0.0007240928,0.0003115628,0.00004636197],"category_scores_gemma":[0.0001890353,0.0004220342,0.0001995629,0.0008208345,0.0002060389,0.0007347243,0.0002011112,0.0004532957,0.0000197795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008798328,"about_ca_system_score_gemma":0.001467787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009308793,"about_ca_topic_score_gemma":0.001688034,"domain_scores_codex":[0.994769,0.00150897,0.0007894401,0.0007381004,0.001821392,0.0003731037],"domain_scores_gemma":[0.9932827,0.0007896072,0.003847752,0.0002036194,0.001752252,0.0001240906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007806786,0.002518646,0.02584249,0.07808957,0.007592047,0.0005145782,0.0644092,0.005162581,0.002941751,0.2567702,0.5482274,0.000124792],"study_design_scores_gemma":[0.006358455,0.0001099203,0.003758817,0.007401299,0.0005218398,0.0003682485,0.4481638,0.005360324,0.00004574013,0.00001261668,0.5265625,0.001336491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08918864,0.004773438,0.002937667,0.001405059,0.008008108,0.02367312,0.01825005,0.002883101,0.8488808],"genre_scores_gemma":[0.8736534,0.0000475502,0.002350562,0.00002132218,0.0002943097,0.00001571081,0.002364617,0.0002067582,0.1210457],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7844648,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541467769546451,"score_gpt":0.3181167831857631,"score_spread":0.2627021054902986,"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."}}