{"id":"W4238900188","doi":"10.1002/gch2.201770062","title":"Masthead: (Global Challenges 8/2017)","year":2017,"lang":"en","type":"paratext","venue":"Global Challenges","topic":"Sociopolitical Dynamics in Nepal","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001283159,0.001015691,0.001370624,0.00007257304,0.001620953,0.0004511423,0.003671161,0.002855405,0.002274966],"category_scores_gemma":[0.001245324,0.001077482,0.0006442619,0.0001418392,0.002764943,0.0003545245,0.0007559027,0.000991534,0.02645942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003005226,"about_ca_system_score_gemma":0.001476272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291412,"about_ca_topic_score_gemma":0.01894745,"domain_scores_codex":[0.9924407,0.0008460403,0.0006461163,0.001695161,0.00199718,0.0023748],"domain_scores_gemma":[0.9955971,0.0003903067,0.0006117576,0.001955903,0.0004564172,0.0009885059],"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":[0.00002887956,0.0001641968,0.00002030227,0.0002915816,0.0002395163,0.00008735384,0.00285656,0.000002593762,6.715639e-8,0.8174745,0.1482245,0.03060996],"study_design_scores_gemma":[0.0003281595,0.0001097944,0.001005189,0.0004316618,0.0001005188,0.0000184442,0.01048687,0.00000415816,1.902198e-7,0.09608981,0.8903828,0.001042439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000172554,0.1610618,0.00001206818,0.02471668,0.01199428,0.0005726767,0.001772715,0.0002665958,0.7994307],"genre_scores_gemma":[0.1195189,0.7246318,0.0005351763,0.0005539169,0.01629832,0.0001878348,0.0002055592,0.0001457389,0.1379227],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7421583,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188956917603415,"score_gpt":0.4117089758489112,"score_spread":0.2928132840885697,"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."}}