{"id":"W2118019564","doi":"10.1177/0020715213509256","title":"Helpful friends? Personal contacts and job entry among youths in transformation societies","year":2013,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Volkswagen Foundation","keywords":"Matching (statistics); Work (physics); Propensity score matching; Demographic economics; Psychology; Quality (philosophy); Yield (engineering); Personal development; Business; Public relations; Labour economics; Political science; Economics; Medicine; Engineering","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":[0.0007838876,0.0001636724,0.0002866447,0.0009677879,0.001521444,0.002031594,0.0003313412,0.0006174999,0.003376503],"category_scores_gemma":[0.00395987,0.0001998038,0.0002404825,0.0007694792,0.0008452128,0.001047487,0.001690678,0.0009065493,0.0002868021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691775,"about_ca_system_score_gemma":0.0003615973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008295873,"about_ca_topic_score_gemma":0.01490917,"domain_scores_codex":[0.9993894,0.0001969357,0.00003553651,0.00007928878,0.00008524571,0.0002135154],"domain_scores_gemma":[0.9963528,0.0006211113,0.001337014,0.0001176745,0.0001692378,0.001402164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007392984,0.0001953896,0.9818935,0.00001863046,0.00003291422,0.000248775,0.009991581,0.00004618115,0.0001524512,0.0004513932,0.0001860612,0.00670916],"study_design_scores_gemma":[0.000007013217,0.00009118032,0.9680121,0.00003058554,0.00002038559,0.0001820283,0.0305164,0.0001722396,0.00006092437,0.0002593318,0.0006412356,0.000006613072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992495,0.00008761627,0.00001869986,0.00009985767,0.000003986338,0.000002546698,0.00002049956,6.954276e-7,0.0005166326],"genre_scores_gemma":[0.9997312,0.00005376486,0.00001195337,0.00001166013,0.000003357824,0.000001409746,0.00001610976,5.11487e-7,0.0001700733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008295873,"threshold_uncertainty_score":0.01649517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326092884479969,"score_gpt":0.3350418269383716,"score_spread":0.3024325384903747,"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."}}