{"id":"W2508066192","doi":"10.5539/hes.v6n4p12","title":"The Role of Universities in International Response to Pandemic Threats","year":2016,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Bidding; Higher education; Institution; Work (physics); Coronavirus disease 2019 (COVID-19); Pandemic; Economic growth; Political science; Business; Marketing; Economics; Engineering","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":[0.0110428,0.0001884347,0.0001714121,0.001251297,0.007369013,0.009996803,0.0009745641,0.002091662,0.009928109],"category_scores_gemma":[0.01288334,0.000202444,0.0002235093,0.00116169,0.005777162,0.005810735,0.009369379,0.001828858,0.000760725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006387679,"about_ca_system_score_gemma":0.00866218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005844813,"about_ca_topic_score_gemma":0.009112849,"domain_scores_codex":[0.991819,0.005315339,0.0001316616,0.0002329775,0.0002976647,0.002203175],"domain_scores_gemma":[0.9854137,0.004679435,0.001847088,0.0005393936,0.001025197,0.006495241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004943737,0.0005224739,0.181127,0.0004534084,0.00006053984,0.002077603,0.1727511,0.004610054,0.002345479,0.3860351,0.0244206,0.2251024],"study_design_scores_gemma":[0.000064739,0.000482014,0.1115666,0.0008462897,0.00005154665,0.0007702676,0.4154692,0.00471867,0.001521648,0.06679376,0.3975692,0.0001459964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692093,0.003721263,0.003962034,0.06337354,0.0004096745,0.0001164807,0.00005860048,0.00007467689,0.2590745],"genre_scores_gemma":[0.9948761,0.000463158,0.0003192225,0.0007818599,0.00003613601,0.0000135273,0.000005327002,0.000005685326,0.003498916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110428,"threshold_uncertainty_score":0.05840063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203756370680381,"score_gpt":0.3972317892491163,"score_spread":0.3551942255423125,"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."}}