{"id":"W4230990966","doi":"10.1002/gch2.201970052","title":"Masthead: (Global Challenges 5/2019)","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":[0.001092609,0.0009958576,0.001374248,0.0001121614,0.0005617547,0.0002145206,0.00208077,0.001950323,0.004670763],"category_scores_gemma":[0.0001287643,0.001051762,0.0005567204,0.0002943721,0.0007351002,0.0003842345,0.000471908,0.0005878473,0.07912674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639453,"about_ca_system_score_gemma":0.002048946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572935,"about_ca_topic_score_gemma":0.004955275,"domain_scores_codex":[0.9938419,0.000621731,0.0007610775,0.001688456,0.0013772,0.001709612],"domain_scores_gemma":[0.9973903,0.0002532057,0.000606697,0.0009280294,0.0002480072,0.0005737072],"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":[0.00004275338,0.0001482091,0.00008674134,0.0002345988,0.0004474934,0.00002116639,0.004131102,0.0000233911,9.069371e-8,0.2132111,0.6839517,0.09770167],"study_design_scores_gemma":[0.0004270393,0.00007956425,0.002780688,0.000314089,0.0000481223,0.00001091478,0.009346834,8.9054e-7,2.635038e-7,0.005243295,0.9806515,0.001096806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002857133,0.1862284,0.000007438138,0.03705748,0.01113392,0.0005328617,0.0006858032,0.0002082092,0.7638602],"genre_scores_gemma":[0.03174593,0.6064764,0.0003141256,0.0006261173,0.004886149,0.0001441571,0.0003472875,0.0001043603,0.3553555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.420248,"threshold_uncertainty_score":0.9993454,"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."}}