{"id":"W1853423378","doi":"10.3968/3579","title":"Study on Teaching Method Innovation of Art Design Basic Courses","year":2013,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Computer science; Quality (philosophy); Mathematics education; Teaching method; Engineering management; Engineering; Psychology","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":[0.0053812,0.000172567,0.0003677624,0.001285051,0.001213483,0.002272175,0.0007622706,0.0006213158,0.003032594],"category_scores_gemma":[0.01595187,0.0001814622,0.0003693619,0.00134361,0.001070251,0.002022965,0.0009014459,0.001091802,0.0002872651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669386,"about_ca_system_score_gemma":0.002346884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257187,"about_ca_topic_score_gemma":0.001656159,"domain_scores_codex":[0.9947981,0.002703217,0.0002030739,0.0005020292,0.001368926,0.0004247696],"domain_scores_gemma":[0.979841,0.01558985,0.001068848,0.0006213351,0.002019239,0.0008597117],"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":[0.00026179,0.003168523,0.1212035,0.001197517,0.00004748245,0.00137905,0.4631998,0.0006532777,0.0113477,0.05201247,0.004528084,0.3410007],"study_design_scores_gemma":[0.0001343716,0.002827639,0.2998952,0.001784379,0.0001518884,0.003360554,0.3642789,0.006680222,0.02318594,0.0138892,0.2836899,0.0001218723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9631562,0.001281824,0.005972954,0.0008515591,0.00007859657,0.0001895533,0.00002531032,0.00001313176,0.02843075],"genre_scores_gemma":[0.9874614,0.001084236,0.002545678,0.0002244434,0.00003852863,0.00008555077,0.00002368976,0.00001019868,0.008526244],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0053812,"threshold_uncertainty_score":0.02845883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496401165820193,"score_gpt":0.4103070235667981,"score_spread":0.3353430119085962,"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."}}