{"id":"W2099544930","doi":"10.1177/0020715208093082","title":"Educational Fields of Study and the Intergenerational Mobility Process in Comparative Perspective","year":2008,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Perspective (graphical); Social mobility; Field (mathematics); Class (philosophy); Sociology; Demographic economics; Economics; Social science; Epistemology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288726,0.0001109356,0.0004149896,0.0001669488,0.0002944553,0.00001483387,0.0003738304,0.00005607582,0.0001888686],"category_scores_gemma":[0.0005397092,0.00007881456,0.000106213,0.0001249117,0.002259412,0.0002421209,0.0000479796,0.0002766339,0.000002898734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149813,"about_ca_system_score_gemma":0.0008283525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000761926,"about_ca_topic_score_gemma":0.001883548,"domain_scores_codex":[0.9974904,0.000991835,0.0007010667,0.0001487347,0.0005479364,0.0001200291],"domain_scores_gemma":[0.9944929,0.001630734,0.0004900655,0.00005584195,0.003287521,0.00004295117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005522223,0.0007827698,0.06046734,0.000001544808,0.0003327806,0.000002023917,0.5570201,0.0006507937,0.00001616349,0.3792107,0.0009567922,0.000006819477],"study_design_scores_gemma":[0.002986475,0.0003489073,0.3468164,0.00002777345,0.00003120495,0.00004100772,0.4531572,0.0002987279,0.0001247742,0.1954262,0.0005728334,0.0001684675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751329,0.0005739055,0.0001490904,0.01837974,0.0009362085,0.0002584534,0.00001037976,0.000002263415,0.004557048],"genre_scores_gemma":[0.9985111,0.00009385013,0.0001365517,0.000230877,0.0007597574,0.00003795477,0.000004692251,0.000002295696,0.0002228608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2863491,"threshold_uncertainty_score":0.8324899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446308676856332,"score_gpt":0.4847274271884218,"score_spread":0.3400965595027886,"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."}}