{"id":"W3206846429","doi":"10.1080/03069885.2021.1973961","title":"Career counselling Chinese youth in North America","year":2021,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Medical education; Political science; Clinical psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001244036,0.00007900802,0.0002610973,0.00007619889,0.0004143494,0.0003618278,0.0002076716,0.00006340359,0.00007572247],"category_scores_gemma":[0.00019235,0.00009174298,0.00008776429,0.0006822334,0.0001959784,0.0004267255,0.000007887802,0.0004006468,0.000005857314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004313336,"about_ca_system_score_gemma":0.000316249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386785,"about_ca_topic_score_gemma":0.05094961,"domain_scores_codex":[0.9981681,0.0001971214,0.000418628,0.0001552444,0.0007166801,0.0003442164],"domain_scores_gemma":[0.9988309,0.0001129087,0.0001628,0.00006497103,0.0006793311,0.0001490477],"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":[0.0001894684,0.0004249516,0.3148147,0.0002097889,0.000141014,0.009657096,0.2445256,0.002870762,0.0004137339,0.0002906128,0.001607723,0.4248546],"study_design_scores_gemma":[0.007474277,0.0005714382,0.1978243,0.007469007,0.0003547957,0.002452265,0.3200354,0.001902309,0.0003116963,0.03982041,0.4186501,0.003134038],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497836,0.04703191,0.001382247,0.0002721792,0.0002834596,0.00004723634,0.000008847011,0.000007322023,0.00118325],"genre_scores_gemma":[0.7947115,0.2040167,0.000157194,0.0001374231,0.0005164009,8.370855e-7,0.000002519713,0.000007986985,0.0004493881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217206,"threshold_uncertainty_score":0.9663681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848723195331288,"score_gpt":0.3016138522346102,"score_spread":0.2731266202812973,"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."}}