{"id":"W2109357554","doi":"","title":"Adolescents’ Perceptions of Career Concern: Student Discouragement in Career Development","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Career development; Perception; Psychology; Career planning; Cognitive Information Processing; Medical education; Career portfolio; Applied psychology; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004621733,0.0001650804,0.0003214237,0.0007886137,0.001385876,0.001848298,0.0002976816,0.0007169074,0.001630313],"category_scores_gemma":[0.01061238,0.0002524184,0.0003537079,0.0004101033,0.0009931088,0.0006717921,0.001540882,0.001863675,0.0002051043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848247,"about_ca_system_score_gemma":0.001016244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211054,"about_ca_topic_score_gemma":0.006484232,"domain_scores_codex":[0.9974766,0.001181021,0.0001653761,0.00008776796,0.0007737681,0.0003154018],"domain_scores_gemma":[0.9892136,0.00352615,0.00331032,0.0002530274,0.00158484,0.002111928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006149708,0.0002932409,0.8973752,0.00006095429,0.00003189699,0.0003799984,0.08514661,0.00004248499,0.001062168,0.0006311628,0.0007539509,0.01416079],"study_design_scores_gemma":[0.00001314213,0.0004887157,0.8049169,0.0001397976,0.00004225214,0.0009786965,0.1832983,0.0003262071,0.0006904172,0.0002729165,0.008801959,0.00003066521],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983616,0.00009592298,0.00009281759,0.0003376135,0.00001278121,0.000006988052,0.000009125479,0.000002075328,0.00108099],"genre_scores_gemma":[0.9990902,0.0001331313,0.0001177112,0.00009630162,0.000007469609,0.0000113025,0.00001956087,0.000001997382,0.0005223006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004621733,"threshold_uncertainty_score":0.02444232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306147520449238,"score_gpt":0.284198301228055,"score_spread":0.2511368260235626,"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."}}