{"id":"W4229827057","doi":"10.1002/gch2.201970092","title":"Masthead: (Global Challenges 9/2019)","year":2019,"lang":"en","type":"paratext","venue":"Global Challenges","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of South Australia; Monash University; University of Exeter; Global Institute for Water Security, University of Saskatchewan; National Taiwan University; Lunds Universitet; University of South Florida; Universitat de Girona","keywords":"Citation; Computer science; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001092836,0.00099588,0.001374303,0.0001124078,0.0005617913,0.000214527,0.002081003,0.001950118,0.004673981],"category_scores_gemma":[0.0001287809,0.001051779,0.0005567386,0.0002944083,0.000735185,0.0003842488,0.0004719413,0.0005878194,0.07913158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639749,"about_ca_system_score_gemma":0.002049217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157392,"about_ca_topic_score_gemma":0.00496243,"domain_scores_codex":[0.9938416,0.000621755,0.0007611245,0.001688526,0.001377309,0.001709708],"domain_scores_gemma":[0.9973902,0.0002532256,0.0006067294,0.0009280958,0.0002480268,0.0005737298],"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":[0.00004259653,0.000147659,0.00008617652,0.0002337093,0.0004458138,0.000021087,0.004121334,0.00002330749,8.996466e-8,0.2126556,0.6851461,0.0970765],"study_design_scores_gemma":[0.0004270929,0.00007957096,0.002761415,0.0003140587,0.00004812055,0.00001091456,0.009373257,8.908095e-7,2.654719e-7,0.005246947,0.9806407,0.001096756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002838938,0.1862343,0.000007445876,0.03709219,0.01113227,0.0005328433,0.0006857604,0.0002081924,0.7638231],"genre_scores_gemma":[0.03163588,0.6063097,0.0003142924,0.000626048,0.004884934,0.000144109,0.0003471711,0.000104325,0.3556336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4200754,"threshold_uncertainty_score":0.9993455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07266513439362797,"score_gpt":0.3394655137296623,"score_spread":0.2668003793360343,"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."}}