{"id":"W2768940217","doi":"10.3968/9973","title":"Measures and Thoughts on Youth League Work in Universities at New Media Era","year":2017,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Technology and Security Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"League; Work (physics); Youth work; Public relations; Political science; Positive Youth Development; Sociology; Media studies; Engineering; Law; Mechanical 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":[0.001260128,0.0002633754,0.0002952064,0.001915602,0.00226744,0.00177537,0.0005638425,0.0004479815,0.002629008],"category_scores_gemma":[0.004223839,0.0002277645,0.0003980074,0.001073826,0.001010595,0.0006940134,0.001965946,0.0008973611,0.000454288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057869,"about_ca_system_score_gemma":0.001121741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009735903,"about_ca_topic_score_gemma":0.01742835,"domain_scores_codex":[0.9989848,0.0002869511,0.0001033441,0.00006459827,0.0002598169,0.0003004771],"domain_scores_gemma":[0.9949223,0.0006033276,0.001993504,0.00009183239,0.0006928961,0.001696184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006772864,0.0002622193,0.9381177,0.0001084087,0.00002364953,0.0003621727,0.04891115,0.00006436817,0.0003450699,0.0003014473,0.000982085,0.01045405],"study_design_scores_gemma":[0.000003020409,0.0001193369,0.8410139,0.00006833176,0.00001217244,0.000189478,0.1554252,0.00006629355,0.0001764395,0.00006831423,0.00283997,0.00001757502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972433,0.0001676085,0.00004021491,0.0001288238,0.00001512827,0.00002601126,0.0001106833,0.000003851843,0.002264451],"genre_scores_gemma":[0.9977704,0.0002426047,0.0001237853,0.00007673624,0.00001674268,0.00005077745,0.0001628171,0.000002906202,0.00155313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009735903,"threshold_uncertainty_score":0.01935846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739317652951911,"score_gpt":0.2805802042095912,"score_spread":0.2431870276800721,"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."}}