{"id":"W2991377056","doi":"","title":"Inequalities in Access to Higher Education: Methodological and Theoretical Issues - Social Inclusion - Thematic volume 7/1, open access","year":2019,"lang":"en","type":"article","venue":"IRIS","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Inclusion (mineral); Access to Higher Education; Higher education; Social inequality; German; Inequality; Gender studies; Library science; Media studies; Political science; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00172004,0.0001050035,0.0003012955,0.00006045838,0.0005152037,0.0008108906,0.001160254,0.0001746624,0.006110671],"category_scores_gemma":[0.0002713682,0.00008516268,0.00003262345,0.0003837395,0.0003109233,0.0008554811,0.003336289,0.0001435975,0.00007616306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008080612,"about_ca_system_score_gemma":0.0001442958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939578,"about_ca_topic_score_gemma":0.0005094124,"domain_scores_codex":[0.9980794,0.0008810033,0.0002091187,0.0002581234,0.0003048498,0.0002675126],"domain_scores_gemma":[0.9991536,0.000512569,0.00006349801,0.0001034117,0.00006314376,0.0001037417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006848977,0.0001139829,0.03333727,0.00002869219,0.000008601238,0.000001337968,0.09002565,0.000001270035,0.00001435723,0.8322685,0.02697813,0.01715368],"study_design_scores_gemma":[0.0002690915,0.00006733452,0.1328672,0.00006826017,0.00001095559,3.005599e-7,0.01823224,0.000008959492,0.00001554569,0.7616163,0.08654353,0.0003002236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839691,0.0004232276,0.00002581238,0.0460377,0.0006196779,0.0007236883,0.0000031799,0.00003968197,0.06815791],"genre_scores_gemma":[0.9884612,0.00007181222,0.0004536023,0.003120678,0.0007762278,0.00007741201,0.000003911283,0.000009351968,0.007025825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044921,"threshold_uncertainty_score":0.9947979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2844914862784229,"score_gpt":0.530907105606185,"score_spread":0.2464156193277622,"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."}}