{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275861,0.0001848733,0.0002115742,0.0001221523,0.0001746738,0.00007681744,0.0001903372,0.0001109124,0.0003265731],"category_scores_gemma":[0.00008178213,0.0001305686,0.0000732148,0.0003958664,0.0000822853,0.0001356301,0.00002800965,0.0002652564,0.0002169378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005708868,"about_ca_system_score_gemma":0.00007007136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536048,"about_ca_topic_score_gemma":0.000196304,"domain_scores_codex":[0.9987243,0.0001844388,0.0001746448,0.000434228,0.0001952957,0.0002871074],"domain_scores_gemma":[0.9988914,0.0002051605,0.00006557103,0.0004248942,0.0003490741,0.0000638717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006227036,0.0004447556,0.001581467,0.00001947054,0.0004799991,0.0001099276,0.9761174,0.00007818166,0.0003896517,0.006969492,0.002149282,0.005433362],"study_design_scores_gemma":[0.003373749,0.0002825913,0.007158319,0.0001672552,0.0004096882,0.00002099618,0.965562,0.00007981229,0.00008105801,0.0001707665,0.02223706,0.0004567004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623548,0.002297369,0.0003293302,0.001338971,0.0009576733,0.0002870774,0.00005481028,0.0001268073,0.03225318],"genre_scores_gemma":[0.9875901,0.00005942095,0.0001295853,0.0007442161,0.00008393511,0.00001416872,0.00002279684,0.00001839548,0.01133741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523529,"threshold_uncertainty_score":0.534547,"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."}}