{"id":"W3001514531","doi":"10.5539/hes.v10n1p115","title":"Exploration and Practice of International Collaborative Teaching Mode for Innovation Talents","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Engineering management; Higher education; Engineering education; Engineering; Teaching method; Knowledge management; Engineering ethics; Political science; Sociology; Pedagogy; Computer 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":[0.009760956,0.0005136259,0.0003128645,0.002536141,0.005210293,0.01214168,0.002137902,0.002167089,0.008649238],"category_scores_gemma":[0.007887603,0.0002837886,0.0005385469,0.002314577,0.01252974,0.008509276,0.007744712,0.002301245,0.001670079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005871458,"about_ca_system_score_gemma":0.007906049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132835,"about_ca_topic_score_gemma":0.002058076,"domain_scores_codex":[0.9899068,0.006401325,0.0003503832,0.0009348667,0.001660909,0.0007457475],"domain_scores_gemma":[0.9944255,0.002421603,0.0004230715,0.0008964624,0.0007400545,0.001093268],"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":[0.00002473711,0.0001173793,0.001852224,0.0003710288,0.00001169038,0.000567536,0.07459974,0.0003279439,0.0007921463,0.7926391,0.007626086,0.1210704],"study_design_scores_gemma":[0.00004086847,0.0001633062,0.002760659,0.001757186,0.00002925536,0.002227063,0.09654636,0.00366869,0.001715163,0.2282291,0.6628007,0.00006173227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07392167,0.008238111,0.1375534,0.01546943,0.0009305644,0.0004765523,0.00003220977,0.0003353054,0.7630428],"genre_scores_gemma":[0.8714556,0.005116904,0.06213759,0.001191028,0.0002478481,0.0005319135,0.0000343951,0.0001359752,0.05914867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01214168,"threshold_uncertainty_score":0.0516215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06603352055010166,"score_gpt":0.374331582188104,"score_spread":0.3082980616380024,"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."}}