{"id":"W4252026341","doi":"10.1002/gch2.201970032","title":"Masthead: (Global Challenges 3/2019)","year":2019,"lang":"it","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001923035,0.002330215,0.002970796,0.0001452672,0.0009561168,0.000471009,0.004396312,0.005260122,0.005384759],"category_scores_gemma":[0.0008943852,0.002490544,0.001449225,0.0008346539,0.003047577,0.0005419859,0.001517178,0.00196944,0.1172503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006189002,"about_ca_system_score_gemma":0.002192808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632562,"about_ca_topic_score_gemma":0.003325781,"domain_scores_codex":[0.9841824,0.00206904,0.001661828,0.00363074,0.003800869,0.004655085],"domain_scores_gemma":[0.9928398,0.001220853,0.0009762986,0.002459168,0.0008268831,0.001676991],"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":[0.00011616,0.0005934261,0.0001497569,0.001068112,0.0007461349,0.00008488695,0.005882256,0.00004909384,3.513836e-7,0.9224035,0.04646806,0.02243823],"study_design_scores_gemma":[0.001137683,0.0006893594,0.004374603,0.001253216,0.0003663622,0.00005394645,0.04709231,0.0001006756,5.587736e-7,0.09620932,0.8457747,0.002947335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001168779,0.187584,0.0000293606,0.03025782,0.02268193,0.001436025,0.004103265,0.0003768828,0.752362],"genre_scores_gemma":[0.26423,0.638565,0.0004344788,0.001095859,0.01116085,0.0001422958,0.0003369458,0.0002427357,0.08379176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8261942,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06493379352995815,"score_gpt":0.3572219541256819,"score_spread":0.2922881605957237,"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."}}