{"id":"W4416329752","doi":"10.1177/00332941251399139","title":"Development of a Short Version of the Jackson Career Explorer: The JCE Mini","year":2025,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Internal consistency; Scale (ratio); Psychometrics; Personality; Consistency (knowledge bases); Convergent validity; Sample (material)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001021651,0.00006977659,0.0001349857,0.00003083578,0.0003388966,0.00001167725,0.000330662,0.00009097318,0.0001699623],"category_scores_gemma":[0.0003792826,0.00003785425,0.0001039701,0.0003921428,0.0003125381,0.00003877719,0.0002094047,0.00009152931,0.000003209562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006482103,"about_ca_system_score_gemma":0.0001498058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007674614,"about_ca_topic_score_gemma":0.0001407198,"domain_scores_codex":[0.9987143,0.00008108789,0.0003100408,0.0002046495,0.000530956,0.000158915],"domain_scores_gemma":[0.9993309,0.00009135141,0.0001263993,0.0002791419,0.0001352779,0.00003696938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008910826,0.0002981799,0.8616712,0.00001876514,0.00007632732,0.0000388407,0.04011592,0.000001975172,0.001322211,0.002541144,0.04653705,0.04728927],"study_design_scores_gemma":[0.00008464786,0.00001128772,0.7988194,0.00004031394,0.00002021741,0.00000179833,0.007944018,2.624297e-7,0.002122905,0.0009696996,0.1899109,0.00007455149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024736,0.00006307119,0.00004596115,0.0009918722,0.0007848531,0.0002074483,8.67311e-7,0.00001679765,0.09541554],"genre_scores_gemma":[0.998264,0.00001914472,0.0004736068,0.000182678,0.00001584727,0.000007174868,0.000001618138,0.000001459503,0.001034513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433739,"threshold_uncertainty_score":0.2606553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08050673278779438,"score_gpt":0.3429924798147496,"score_spread":0.2624857470269553,"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."}}