{"id":"W2155281432","doi":"10.3968/j.hess.1927024020130402.3500","title":"Study on the Exiting Problem and Countermeasure of China's Adult Academic Credentials Education","year":2013,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Countermeasure; China; Quality (philosophy); Political science; Public relations; Business; Economic growth; Mathematics education; Psychology; Engineering; Economics; Law; Epistemology","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":[0.003820324,0.0002023545,0.000246008,0.001224068,0.002169142,0.002088078,0.0009613915,0.0008736773,0.004075708],"category_scores_gemma":[0.006496654,0.0001265754,0.000278465,0.001122372,0.001062117,0.002178668,0.001396051,0.001241192,0.0001948025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311448,"about_ca_system_score_gemma":0.00889215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379115,"about_ca_topic_score_gemma":0.01468857,"domain_scores_codex":[0.9981214,0.0003564844,0.0001573293,0.0002125387,0.0005014814,0.0006507357],"domain_scores_gemma":[0.9962406,0.0006888509,0.00101335,0.000135346,0.0008266783,0.00109507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148249,0.000519707,0.7852182,0.0004141065,0.0000334521,0.00185254,0.04011255,0.0003421837,0.001468956,0.03013637,0.007542444,0.1322113],"study_design_scores_gemma":[0.00002678112,0.000321767,0.8799098,0.0003294355,0.0000486221,0.0004788224,0.08537707,0.001664719,0.001040863,0.002300297,0.02846149,0.0000403226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877288,0.0004464964,0.0002435648,0.003270346,0.00006666195,0.00004977821,0.00004865748,0.00001389364,0.008131777],"genre_scores_gemma":[0.9963967,0.0002744896,0.0001420198,0.0003619554,0.00001894145,0.00001488487,0.00004462728,0.000002204539,0.002744234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379115,"threshold_uncertainty_score":0.02742171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156019355168669,"score_gpt":0.4043961005358471,"score_spread":0.3628359069841605,"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."}}