{"id":"W2028600166","doi":"10.1002/j.2161-1912.2015.00062.x","title":"Effects of International Student Counselors' Broaching Statements About Cultural and Language Differences on Participants' Perceptions of the Counselors","year":2015,"lang":"en","type":"article","venue":"Journal of Multicultural Counseling and Development","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Nationality; Flexibility (engineering); Social psychology; Humanities; Immigration; Management; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003541601,0.0003062738,0.0002098359,0.0002811559,0.0005857035,0.0008709713,0.0002276358,0.0002871507,0.002326841],"category_scores_gemma":[0.01238021,0.0001650563,0.0002299972,0.0002148019,0.000634107,0.0002376978,0.0006883485,0.00063463,0.0001087056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875051,"about_ca_system_score_gemma":0.0008744647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008238506,"about_ca_topic_score_gemma":0.02230855,"domain_scores_codex":[0.9976617,0.001304173,0.0001419492,0.0001720805,0.0004716877,0.0002483406],"domain_scores_gemma":[0.9902653,0.005499555,0.001771213,0.0002832543,0.0007731777,0.001407545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005689807,0.004423332,0.779368,0.0001818961,0.0002471585,0.0002423799,0.1094941,0.0004178659,0.01823917,0.0002663941,0.0006023286,0.08082761],"study_design_scores_gemma":[0.00007848385,0.002995388,0.9575157,0.00004060481,0.00008175096,0.00006812749,0.03589475,0.0004181061,0.002193705,0.00004971908,0.0006320211,0.00003166749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996557,0.00001171021,0.0000167929,0.000008941523,0.000001335646,0.000008520937,0.000004286182,0.000001147326,0.0002916173],"genre_scores_gemma":[0.9995118,0.00002285995,0.0001103474,0.0000127617,0.000001518993,0.00002128838,0.00001317172,8.107688e-7,0.0003053501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008238506,"threshold_uncertainty_score":0.01872998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855120954010658,"score_gpt":0.3983152720638499,"score_spread":0.3397640625237434,"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."}}