{"id":"W2158406059","doi":"10.5539/ass.v4n10p155","title":"Discussion on Developing Higher Vocational Education at Undergraduate Course Level in Shandong Province","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Connotation; Popularity; China; Higher education; Mathematics education; Political science; Economic growth; Pedagogy; Sociology; Psychology; Economics; 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":[0.002112089,0.00009269456,0.0000849458,0.0005442667,0.006762615,0.002011644,0.0005878536,0.0007164331,0.002311587],"category_scores_gemma":[0.001250066,0.0001098988,0.0001841136,0.0008202506,0.002133118,0.00104585,0.001548448,0.001224789,0.00008172215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122679,"about_ca_system_score_gemma":0.02170487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1156587,"about_ca_topic_score_gemma":0.1843579,"domain_scores_codex":[0.9991541,0.0002557258,0.00004283559,0.00006843686,0.0001436336,0.0003351892],"domain_scores_gemma":[0.9990977,0.0001541564,0.0000783912,0.00002062484,0.0001814587,0.0004676591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001433468,0.0002413183,0.1672943,0.0005837067,0.00001631488,0.004218712,0.402576,0.000926478,0.007365933,0.2856353,0.02227409,0.1087246],"study_design_scores_gemma":[0.00004443948,0.000138197,0.2537244,0.0005279621,0.00002401483,0.0008255405,0.4349947,0.0008032906,0.002531414,0.01005173,0.2962762,0.00005801746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8418416,0.001224067,0.0008815353,0.04862459,0.0002607825,0.00006208042,0.00003131045,0.00001524336,0.1070588],"genre_scores_gemma":[0.9860329,0.0006779137,0.000439643,0.001647298,0.00002976963,0.00001732002,0.00001851916,0.000002927369,0.0111337],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1156587,"threshold_uncertainty_score":0.2299711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391439985551242,"score_gpt":0.3741276563961479,"score_spread":0.3302132565406355,"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."}}