{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006076857,0.00008604096,0.0001671485,0.0002295915,0.0002285133,0.0000642364,0.0001807281,0.00005495858,0.0001783677],"category_scores_gemma":[5.953165e-7,0.00008492422,0.00004911171,0.0001643454,0.0001524477,0.00009291437,2.792765e-7,0.0001088448,0.000001942784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042657,"about_ca_system_score_gemma":0.0005483711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01110846,"about_ca_topic_score_gemma":0.3609901,"domain_scores_codex":[0.9989443,0.00005748904,0.0003114139,0.00009689554,0.0003566723,0.0002331764],"domain_scores_gemma":[0.9993634,0.00001789672,0.0001331382,0.00005714633,0.0002126323,0.0002158223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003545428,0.00005213875,0.8273118,0.00001454778,0.00004068323,0.00003191321,0.1606392,0.0001394928,0.00004259886,0.001695665,0.002809871,0.00718667],"study_design_scores_gemma":[0.002081242,0.00007343365,0.5432608,0.0005039627,0.00002855837,0.000005703994,0.01823447,0.000003887686,0.00004401107,0.004740303,0.4306613,0.0003623317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917322,0.003681661,0.002590447,0.0003941866,0.0004664562,0.0001158842,0.000006015031,0.000003020342,0.001010074],"genre_scores_gemma":[0.9907585,0.008374355,0.0001522398,0.0001082463,0.0001341859,9.777573e-7,0.000001844154,0.000006022586,0.0004636049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4278514,"threshold_uncertainty_score":0.9954767,"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."}}