{"id":"W4392022525","doi":"10.1093/oxfordhb/9780192897114.013.3","title":"Sex Differences in Vocational Interests","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Vocational education; Psychology; Political science; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536099,0.0001872876,0.0002316998,0.0002607401,0.000233568,0.00008857786,0.000510984,0.0003041705,0.000216942],"category_scores_gemma":[0.000007656393,0.0002233129,0.0001174611,0.00001263625,0.0003196617,0.0001033168,0.0004005569,0.0003348597,0.00001012991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097656,"about_ca_system_score_gemma":0.0003112049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096855,"about_ca_topic_score_gemma":0.006393068,"domain_scores_codex":[0.9988822,0.0000286854,0.000113195,0.000348887,0.0004029574,0.0002240415],"domain_scores_gemma":[0.9995343,0.00007903823,0.00006963982,0.0001362678,0.00006876807,0.0001119997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002372136,0.000005669526,0.0004920551,0.0000251969,0.00005423847,0.0001271001,0.006539645,9.936766e-8,2.764645e-7,0.9860811,0.002974439,0.003676455],"study_design_scores_gemma":[0.0001510488,0.000009400987,0.000404482,0.0001420695,0.00004422709,4.393929e-7,0.0009954359,0.000003010713,0.00000241559,0.007566564,0.9904214,0.000259506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008091968,0.00005557754,0.00001014261,0.00009764021,0.0004012785,0.0002083961,0.00006343141,0.0001017585,0.9982526],"genre_scores_gemma":[0.02474407,0.000223134,0.00003314684,0.000026948,0.0001097881,3.458741e-7,0.0000242825,0.000010842,0.9748275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.987447,"threshold_uncertainty_score":0.9106437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327839849870036,"score_gpt":0.2403059853281424,"score_spread":0.1870275868294421,"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."}}