{"id":"W4292322510","doi":"10.1016/j.chieco.2022.101812","title":"Higher education expansion and crime: New evidence from China","year":2022,"lang":"en","type":"article","venue":"China Economic Review","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Science Fund for Distinguished Young Scholars; Fujian Provincial Federation of Social Sciences; Young Scientists Fund; Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"China; Economics; Criminology; Political science; Psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908772,0.0003648573,0.0007335771,0.005434381,0.0007673088,0.001636078,0.0003680133,0.0003991421,0.002944685],"category_scores_gemma":[0.003550643,0.0001727059,0.0005498996,0.009658063,0.0009360513,0.0006965747,0.0008663045,0.0005515965,0.0001388948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059458,"about_ca_system_score_gemma":0.00666799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1201266,"about_ca_topic_score_gemma":0.227002,"domain_scores_codex":[0.9993297,0.0001638105,0.00008347656,0.00006715633,0.0002054954,0.0001503589],"domain_scores_gemma":[0.9943575,0.002131666,0.001431532,0.0002285259,0.001447497,0.0004032866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857985,0.0001305876,0.8471597,0.005040351,0.001396332,0.000764209,0.002629359,0.000949458,0.0003713349,0.008457457,0.01845051,0.1142648],"study_design_scores_gemma":[0.00002165109,0.00004609851,0.9840194,0.0006096486,0.0007694318,0.00006800985,0.00145181,0.0002444117,0.00009604108,0.0005190201,0.01213808,0.00001640634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145321,0.1604096,0.0002678941,0.008360473,0.0002281337,0.00003491624,0.002835984,0.00001344535,0.01331754],"genre_scores_gemma":[0.928473,0.06800469,0.0001002172,0.0007074784,0.0002102998,0.00001139085,0.001295628,0.000005334769,0.001191944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201266,"threshold_uncertainty_score":0.2388548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932847824880257,"score_gpt":0.3402599287877598,"score_spread":0.2809314505389573,"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."}}