{"id":"W4251767731","doi":"10.1002/gch2.201870165","title":"Masthead: (Global Challenges 5‐6/2018)","year":2018,"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":"Engineering; Geology; Aeronautics; Astrobiology; Physics","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":["insufficient_payload"],"category_scores_codex":[0.001261501,0.001031859,0.001257917,0.00008658027,0.0008579001,0.0002401094,0.002431241,0.00289081,0.005661302],"category_scores_gemma":[0.0007910203,0.001088708,0.0005823739,0.0003994842,0.003118714,0.0002601503,0.0006466069,0.00080892,0.04633738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728023,"about_ca_system_score_gemma":0.001275972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937734,"about_ca_topic_score_gemma":0.01478667,"domain_scores_codex":[0.9918683,0.001042887,0.0007499098,0.00175118,0.002089151,0.002498565],"domain_scores_gemma":[0.9963619,0.0004336296,0.0004011059,0.001282203,0.0005166394,0.001004596],"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":[0.0000351821,0.0001859778,0.00001440258,0.0002764629,0.0002314597,0.00003215576,0.00365786,0.000001419713,9.124621e-8,0.7290654,0.2519175,0.01458201],"study_design_scores_gemma":[0.0002931942,0.0002127079,0.0004157619,0.0003810907,0.00009337453,0.00001348753,0.01461864,0.000005014312,3.911078e-7,0.09748335,0.8854454,0.001037568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003209032,0.1250317,0.00002872097,0.01823758,0.01408916,0.0006027163,0.001674741,0.0003679976,0.8396465],"genre_scores_gemma":[0.09885744,0.7193274,0.001544849,0.001568844,0.03975697,0.00026718,0.0003227658,0.0002670409,0.1380875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7015589,"threshold_uncertainty_score":0.9995942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08423209688273887,"score_gpt":0.3816610121528964,"score_spread":0.2974289152701576,"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."}}