{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115366,0.0001670929,0.000280432,0.0005243382,0.007928136,0.001107367,0.0003970045,0.0005343039,0.003462936],"category_scores_gemma":[0.0009590733,0.0001482136,0.0001798316,0.001126264,0.001390012,0.0005063899,0.002065594,0.0008704434,0.0002042923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004426119,"about_ca_system_score_gemma":0.01309276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1449575,"about_ca_topic_score_gemma":0.3290944,"domain_scores_codex":[0.9994621,0.0001480702,0.0000180503,0.00004217242,0.00007244979,0.000257208],"domain_scores_gemma":[0.9992605,0.00008584278,0.00007944423,0.00001781934,0.000102429,0.0004539126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009053466,0.0005339134,0.26187,0.0002905357,0.00001843742,0.003068067,0.6169667,0.00007087494,0.00265679,0.005614909,0.01273214,0.09608706],"study_design_scores_gemma":[0.0000245731,0.0002224128,0.2536114,0.0003442576,0.00002935175,0.001630434,0.7116079,0.0002073821,0.0004469954,0.0008624051,0.03098765,0.00002516027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923604,0.0007411498,0.00004756821,0.002000058,0.00003081973,0.00002159048,0.00002149042,0.000005865726,0.004770966],"genre_scores_gemma":[0.9945189,0.001088704,0.0001594705,0.0008425979,0.00001053842,0.00003772032,0.00002938446,0.00000399558,0.003308629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449575,"threshold_uncertainty_score":0.2882276,"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."}}