{"id":"W1507207616","doi":"","title":"Perception of Supports and Barriers: Career Decision-Making for Sikh Indo-Canadian Young Women Entering the Social Sciences","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Qualitative research; Social psychology; Applied psychology; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001528689,0.000262518,0.0003319131,0.0009657614,0.008910613,0.002864646,0.000566547,0.0006013133,0.002533549],"category_scores_gemma":[0.003306512,0.0001912709,0.0002289843,0.001137056,0.002675347,0.0005976483,0.001893645,0.00122662,0.0001498477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0103243,"about_ca_system_score_gemma":0.02769992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7961882,"about_ca_topic_score_gemma":0.9140318,"domain_scores_codex":[0.9987306,0.000222721,0.00003728141,0.00004886399,0.0003644216,0.0005961267],"domain_scores_gemma":[0.9979526,0.0004314918,0.0003301896,0.00002684206,0.0004426696,0.0008161063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001241749,0.0001310432,0.3034228,0.0001633115,0.00002022283,0.001202993,0.662275,0.00006738072,0.001632752,0.001632686,0.001327738,0.02799999],"study_design_scores_gemma":[0.00000731601,0.00005993589,0.1305107,0.0001174314,0.00001324542,0.0002720641,0.8628268,0.00007161903,0.0002068266,0.0001855056,0.005701685,0.00002685565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995322,0.0002921722,0.00003622482,0.0006265861,0.0000107424,0.00001711087,0.0000300473,9.840863e-7,0.003663908],"genre_scores_gemma":[0.9982146,0.0003666256,0.00008419799,0.0001281965,0.000002379152,0.000007836536,0.0000229969,9.423777e-7,0.001172176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038118,"threshold_uncertainty_score":0.410024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501131056576045,"score_gpt":0.3023643231122685,"score_spread":0.277353012546508,"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."}}