{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009145551,0.00006971747,0.00009123498,0.0000721076,0.00003619854,0.00001367738,0.00003742077,0.00003007915,0.000005015385],"category_scores_gemma":[0.0002401498,0.00006834089,0.000008642548,0.0002261707,0.00002476171,0.0003727922,0.00001202863,0.00005375849,0.000001889448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759925,"about_ca_system_score_gemma":0.00002384246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002181796,"about_ca_topic_score_gemma":1.734717e-7,"domain_scores_codex":[0.9995621,0.00001307847,0.0001861408,0.00009301038,0.00009156328,0.00005407453],"domain_scores_gemma":[0.9993315,0.0001221365,0.00005597082,0.00003956076,0.0004264826,0.00002435633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002916966,0.0007187253,0.00124757,0.005880683,0.001793965,3.445621e-7,0.08211505,0.01370085,0.06952135,0.2122048,0.5252252,0.0872998],"study_design_scores_gemma":[0.0005876742,0.0001119472,0.002245555,0.0001434575,0.00008067056,0.000001280172,0.01905364,0.009630448,0.002879987,0.002262052,0.9627165,0.0002868142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5718353,0.02654084,0.1718915,0.1843595,0.02673516,0.002000041,0.0001957948,0.001020801,0.01542112],"genre_scores_gemma":[0.9839928,0.0007040308,0.01393689,0.000424453,0.0004888906,0.0001633924,0.00007988716,0.00001343047,0.0001962056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374913,"threshold_uncertainty_score":0.2786861,"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."}}