{"id":"W2990717308","doi":"10.5539/ass.v15n12p131","title":"Evaluation of Employment Competitiveness of City-based and Application-oriented College Graduates and a Comparative Analysis of Their Differences—A Case Study of Beijing Union University","year":2019,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; Adaptability; Political science; Higher education; Economic growth; Business; China; Demographic economics; Medical education; Management; Economics; Medicine; Law","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":[0.001210704,0.000147135,0.000212324,0.001736757,0.0012738,0.001273554,0.0003736285,0.0003758008,0.002548942],"category_scores_gemma":[0.001165217,0.0001160244,0.0002982415,0.001976407,0.0009556467,0.0006746976,0.001214052,0.0002782325,0.000166533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878097,"about_ca_system_score_gemma":0.001120209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481245,"about_ca_topic_score_gemma":0.03007694,"domain_scores_codex":[0.9993792,0.0001754135,0.00004219796,0.00006917757,0.0001413691,0.0001926495],"domain_scores_gemma":[0.9993482,0.0001065421,0.0001094465,0.00002260538,0.0001345966,0.00027849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126355,0.0002521607,0.9412903,0.00004886316,0.00002881426,0.001491858,0.0318605,0.0001657773,0.00150097,0.001133793,0.0003367548,0.0217776],"study_design_scores_gemma":[0.00000336486,0.0001297129,0.9361835,0.00001139016,0.000008873564,0.0001496254,0.06209451,0.000208714,0.0001811596,0.00005376125,0.0009658932,0.000009429767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992623,0.00002711318,0.00001830531,0.00002120867,0.000001018912,0.000003598827,0.00000914553,4.838742e-7,0.0006568938],"genre_scores_gemma":[0.9995403,0.00003781307,0.00003394513,0.000007341906,0.000001687959,0.000003504701,0.00002333273,6.447911e-7,0.0003514148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481245,"threshold_uncertainty_score":0.02945244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659845181584588,"score_gpt":0.3476673173762702,"score_spread":0.3010688655604243,"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."}}