{"id":"W2594012202","doi":"10.1002/cdq.12077","title":"An Individual Mixed‐Evaluation Method for Career Intervention","year":2017,"lang":"en","type":"article","venue":"The Career Development Quarterly","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Career counseling; Psychological intervention; Intervention (counseling); Psychology; Cognitive Information Processing; Narrative; Test (biology); Applied psychology; Counseling psychology; Career development; Medical education; Nursing; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06282528,0.003454399,0.003883242,0.004639628,0.002345896,0.0023068,0.003228951,0.002861111,0.04130851],"category_scores_gemma":[0.08299848,0.001498437,0.003001566,0.003701528,0.001864853,0.001567905,0.003470288,0.003008933,0.004135048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255778,"about_ca_system_score_gemma":0.004514875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895374,"about_ca_topic_score_gemma":0.001932261,"domain_scores_codex":[0.8822406,0.09545907,0.007233116,0.005856745,0.00762246,0.001587994],"domain_scores_gemma":[0.9404857,0.03963734,0.00366226,0.007819968,0.007853679,0.0005411697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04542993,0.0213176,0.004891818,0.01012185,0.002060347,0.0002475124,0.007467723,0.005973244,0.005491709,0.02167658,0.01397811,0.8613437],"study_design_scores_gemma":[0.1212311,0.2449925,0.05177113,0.007244408,0.00582991,0.0006309788,0.01572212,0.1547996,0.05571679,0.0880779,0.2523913,0.001592205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.05852704,0.0006180665,0.2619503,0.0003884659,0.001980769,0.6592568,0.002517611,0.001555339,0.01320552],"genre_scores_gemma":[0.02748312,0.0001504586,0.1884477,0.0001734523,0.00007317852,0.7802305,0.0002433965,0.0001063826,0.003091726],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06282528,"threshold_uncertainty_score":0.3322558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281272879735681,"score_gpt":0.3791620615182619,"score_spread":0.2510347735446938,"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."}}