{"id":"W2349724888","doi":"","title":"The Cultivation of Innovative Talents in Universities: International Experience and Implications","year":2013,"lang":"en","type":"article","venue":"Journal of Guizhou Minzu University","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Component (thermodynamics); Business; Engineering management; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003890483,0.0003410275,0.0002457785,0.001212047,0.003211491,0.002324888,0.0006183269,0.0006289426,0.0022934],"category_scores_gemma":[0.003652612,0.00008561159,0.0002360611,0.002521935,0.002404809,0.002522446,0.00216165,0.000743514,0.0001498204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973872,"about_ca_system_score_gemma":0.002462516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733932,"about_ca_topic_score_gemma":0.01336399,"domain_scores_codex":[0.9986505,0.0004376146,0.00005319302,0.00008077912,0.0002258502,0.0005520515],"domain_scores_gemma":[0.9982603,0.0005428831,0.0001666024,0.00009520171,0.000320684,0.0006143311],"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":[0.000373566,0.0007848011,0.1710249,0.0005771051,0.00004910036,0.004121887,0.4064288,0.0008006089,0.00640402,0.02629788,0.008842146,0.3742952],"study_design_scores_gemma":[0.00004884896,0.001150487,0.3248327,0.0006800001,0.00008552909,0.002847229,0.5056193,0.0006041699,0.006114642,0.005864419,0.1520082,0.0001444643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9657496,0.004280312,0.000484086,0.003547512,0.00009051229,0.00002257038,0.00003501694,0.000009064103,0.02578142],"genre_scores_gemma":[0.9923561,0.003726932,0.0002347982,0.0001949793,0.00004938202,0.0000101004,0.00003755511,0.000003267507,0.00338705],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007733932,"threshold_uncertainty_score":0.02057511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005608692672869039,"score_gpt":0.2023410589946733,"score_spread":0.1967323663218042,"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."}}