{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002818902,0.0000570292,0.00009200421,0.0001296936,0.0006012133,0.00009679472,0.0009524961,0.00006798784,0.000004373089],"category_scores_gemma":[0.000029121,0.00005419667,0.0000146844,0.0002861069,0.0006478068,0.0004971139,0.0001803779,0.00008411679,0.000006475302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175625,"about_ca_system_score_gemma":0.000456424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002931837,"about_ca_topic_score_gemma":0.00004873983,"domain_scores_codex":[0.9992672,0.00002517422,0.0000890491,0.0002222489,0.0002579504,0.0001384327],"domain_scores_gemma":[0.9994658,0.00002909295,0.0001244782,0.0002705881,0.00005656847,0.00005342817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001029649,0.00005430192,0.01251657,0.000004889862,0.000002066672,6.863215e-7,0.07134999,5.806785e-7,0.0002388995,0.9062467,0.001254183,0.008320794],"study_design_scores_gemma":[0.0001402289,0.00001676001,0.9866517,0.00004062745,0.000001912087,4.847797e-7,0.001873845,0.000003456231,0.001071099,0.005150692,0.004957104,0.00009213403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704579,0.0001659015,0.0001113633,0.004045699,0.002069379,0.00008733656,0.000001157257,0.00004536473,0.02301587],"genre_scores_gemma":[0.9964952,0.000005369085,0.000377884,0.0000629035,0.0001756275,0.00000113911,2.576551e-7,0.00000141008,0.0028802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9741351,"threshold_uncertainty_score":0.4624107,"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."}}