{"id":"W2102595802","doi":"10.3968/7704","title":"Recent College Graduate Village Official Career Migration Issues Research","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Position (finance); Christian ministry; Political science; Sociology; Public relations; Psychology; Law; Business","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":[0.006240796,0.00008967095,0.00010577,0.0004611416,0.001276608,0.0004306676,0.001403343,0.00006466413,0.0000220172],"category_scores_gemma":[0.0008440267,0.00009108201,0.00002539364,0.003400912,0.000502344,0.000525193,0.0001093179,0.0002559829,0.0001431145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319314,"about_ca_system_score_gemma":0.005619464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03418112,"about_ca_topic_score_gemma":0.05576744,"domain_scores_codex":[0.9970859,0.0004756472,0.0001521055,0.000429856,0.001158747,0.0006977763],"domain_scores_gemma":[0.9975532,0.00005530217,0.00003845627,0.0003206274,0.001063959,0.0009684956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003249293,0.00004688253,0.001944768,0.000003384623,0.00000423362,0.00002964121,0.06610447,0.000004521368,0.0004575715,0.6008782,0.2035565,0.1269666],"study_design_scores_gemma":[0.0001066972,0.00003930712,0.005689896,0.000004609048,0.00000125835,0.000003440036,0.004023673,0.0008036902,0.0005314894,0.004497637,0.984114,0.0001843164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2672208,0.0006898551,0.01475707,0.1679051,0.01121844,0.001089454,0.00005550554,0.000428699,0.5366351],"genre_scores_gemma":[0.9884598,0.00001522952,0.008354153,0.0008343941,0.0005701892,0.00001451099,0.000002744054,0.000007249443,0.001741712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7805575,"threshold_uncertainty_score":0.9968687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748925698290953,"score_gpt":0.4415884726158383,"score_spread":0.166695902786743,"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."}}