{"id":"W2967235870","doi":"10.23977/aetp.2019.31004","title":"Reform and Practice of Design Education Based on Community Service","year":2019,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Service design; Knowledge management; Community service; Business; Process management; Public relations; Engineering management; Marketing; Engineering; Computer science; Service delivery framework; Political science","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":[0.01598913,0.000480799,0.000445783,0.001701112,0.002774007,0.004726789,0.001916092,0.002684819,0.005168717],"category_scores_gemma":[0.01678236,0.0003141204,0.0004753439,0.001041297,0.0123763,0.005970649,0.005631565,0.003945924,0.001282622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006091133,"about_ca_system_score_gemma":0.01880922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069072,"about_ca_topic_score_gemma":0.003994414,"domain_scores_codex":[0.9875408,0.008156813,0.0004314046,0.0009815554,0.00235389,0.0005354998],"domain_scores_gemma":[0.9868629,0.00595002,0.0007621362,0.002772261,0.002121786,0.001530956],"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":[0.00001736172,0.0003851827,0.001039791,0.0006542769,0.00001406262,0.0000770372,0.01080851,0.00118396,0.0009359315,0.7532,0.01585092,0.215833],"study_design_scores_gemma":[0.00003142568,0.0001596351,0.002150767,0.001329851,0.000007527554,0.0001639089,0.009020741,0.002275975,0.0008833884,0.3500839,0.6338617,0.00003119462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05095868,0.01871683,0.3800611,0.1511381,0.002776755,0.001419148,0.00007639263,0.0008004993,0.3940525],"genre_scores_gemma":[0.6783519,0.009968511,0.2301484,0.009047995,0.0007756502,0.001105085,0.0001118103,0.000183108,0.07030746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01598913,"threshold_uncertainty_score":0.08455968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236468890165539,"score_gpt":0.3631670156995945,"score_spread":0.3408023267979391,"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."}}