{"id":"W1558516606","doi":"10.3968/j.hess.1927024020120202.1432","title":"Higher Education and Social Cohesion","year":2012,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohesion (chemistry); Higher education; Promotion (chess); Population; Social change; Economic growth; Political science; Economic geography; Economic system; Sociology; Economics; Demography","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":[0.001373791,0.0001861688,0.0002728717,0.00168649,0.001845913,0.003012927,0.0002922982,0.00087515,0.01194029],"category_scores_gemma":[0.004460094,0.00006798061,0.0001664719,0.0017971,0.004180284,0.00148196,0.003970325,0.0005997019,0.0004110663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245804,"about_ca_system_score_gemma":0.001586019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694376,"about_ca_topic_score_gemma":0.006349698,"domain_scores_codex":[0.9980642,0.0009459619,0.00005072453,0.0001778439,0.0002959708,0.0004652683],"domain_scores_gemma":[0.9965922,0.0009672907,0.0008679478,0.0001948045,0.0002634308,0.001114462],"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":[0.00005530899,0.000192114,0.08904459,0.0002516468,0.0001387096,0.00033681,0.009681482,0.001685115,0.0002441213,0.8008962,0.008505241,0.08896858],"study_design_scores_gemma":[0.00004444249,0.0002161331,0.45127,0.0006140113,0.00007597563,0.0004761051,0.01923972,0.001096478,0.0002564329,0.3026469,0.2240169,0.00004690201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.402719,0.007305118,0.002468545,0.02259883,0.0002279534,0.0000831476,0.0003980673,0.0000330539,0.5641662],"genre_scores_gemma":[0.9951148,0.0008473963,0.00016858,0.0002677856,0.0001074592,0.00001354372,0.00003442752,0.000002850033,0.003443126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01194029,"threshold_uncertainty_score":0.03994429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04651678061063452,"score_gpt":0.3873200616555912,"score_spread":0.3408032810449567,"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."}}