{"id":"W4414621557","doi":"10.3390/youth5040102","title":"Multicultural Responsiveness with Newcomer Youth: A Counsellors’ Perspective","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Multiculturalism; Perception; Perspective (graphical); Interpretative phenomenological analysis; Qualitative research; Cultural competence; Competence (human resources); Intercultural competence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006837642,0.0002332566,0.0005957664,0.001184209,0.008678759,0.004760547,0.0009853622,0.001018546,0.001899591],"category_scores_gemma":[0.007570066,0.0003206857,0.0003053996,0.0009255018,0.004618747,0.002027311,0.003917335,0.002787545,0.0001681537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004638575,"about_ca_system_score_gemma":0.006654474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02755104,"about_ca_topic_score_gemma":0.05968672,"domain_scores_codex":[0.9955958,0.002741687,0.0001328628,0.0002712423,0.0005402297,0.0007182158],"domain_scores_gemma":[0.9953833,0.001963389,0.0004818059,0.0001348627,0.0006506014,0.001385995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001958028,0.00007181301,0.0172813,0.0001034153,0.000007591315,0.001559171,0.9700302,0.00002849798,0.0007242506,0.001075075,0.0007217047,0.008377352],"study_design_scores_gemma":[0.000002205666,0.00005490285,0.005891506,0.0001128838,0.000006261967,0.000878441,0.985806,0.00003945659,0.000160082,0.0001468499,0.006891363,0.0000100804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932371,0.0007353046,0.0006441032,0.001921093,0.00003768522,0.00006045321,0.00002837936,0.00001311247,0.003322748],"genre_scores_gemma":[0.9964914,0.0006741472,0.0006335545,0.0006386627,0.00002227569,0.00004027947,0.00001698719,0.000008629683,0.001474047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755104,"threshold_uncertainty_score":0.05478138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981094902404338,"score_gpt":0.3419626346697312,"score_spread":0.3021516856456878,"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."}}