{"id":"W2036534820","doi":"10.1177/0020715208093076","title":"Labor Market Effects of Field of Study in Comparative Perspective","year":2008,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Unemployment; Field (mathematics); Economics; Perspective (graphical); Labour economics; Demographic economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00452587,0.0002329728,0.0006513585,0.003606537,0.001174445,0.002148695,0.0005777627,0.0005710304,0.01224371],"category_scores_gemma":[0.02268114,0.0001365252,0.0006366671,0.00383924,0.001442015,0.001460306,0.002386718,0.0005685727,0.0004137067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384842,"about_ca_system_score_gemma":0.0007200512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006664482,"about_ca_topic_score_gemma":0.007221446,"domain_scores_codex":[0.9959273,0.002012623,0.0001309885,0.000585417,0.0007524341,0.0005912037],"domain_scores_gemma":[0.955974,0.0282257,0.009031113,0.001704205,0.001791919,0.003273048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006729512,0.0001970134,0.9707264,0.0001339826,0.0004268874,0.0002053535,0.001640411,0.0005337447,0.0008437291,0.006974737,0.0006016416,0.01704315],"study_design_scores_gemma":[0.0000135538,0.0001519684,0.9953973,0.00003874866,0.00005843802,0.00007741566,0.001437175,0.0002188578,0.0001165531,0.001268341,0.001214696,0.000006859965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855963,0.002312876,0.0006508261,0.0004983949,0.00002962702,0.0000240072,0.0007337269,0.000009576509,0.0101448],"genre_scores_gemma":[0.9987213,0.000189475,0.0001366609,0.00005831981,0.00003114296,0.00001070456,0.0002666814,0.000003819175,0.0005818629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224371,"threshold_uncertainty_score":0.0409593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886597736523317,"score_gpt":0.3468081051327227,"score_spread":0.2979421277674895,"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."}}