{"id":"W4232559301","doi":"10.1002/gch2.202170082","title":"Masthead: (Global Challenges 8/2021)","year":2021,"lang":"en","type":"paratext","venue":"Global Challenges","topic":"Smart Cities and Technologies","field":"Engineering","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; Library science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001185743,0.0009886534,0.0006741282,0.001336943,0.001681832,0.006920145,0.001589976,0.0070773,0.6979669],"category_scores_gemma":[0.004056408,0.0004121597,0.0007305288,0.001006153,0.0004377398,0.003493451,0.003554631,0.003447234,0.6230581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517056,"about_ca_system_score_gemma":0.003500507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007419852,"about_ca_topic_score_gemma":0.01265044,"domain_scores_codex":[0.9991855,0.00006161747,0.00002699436,0.00007100504,0.0004632699,0.000191551],"domain_scores_gemma":[0.9981741,0.0001876659,0.0001211829,0.0001356472,0.000784095,0.0005974496],"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":[0.00003101318,0.00001403556,0.00003162782,0.00007292635,9.220653e-7,0.00001579589,0.000009167165,0.00004273583,0.0001328448,0.002555207,0.980933,0.01616088],"study_design_scores_gemma":[0.00001546321,0.00002043808,0.0002904882,0.00008935792,0.000001669034,0.00001438299,0.00002259699,0.00008848371,0.0001518507,0.001793489,0.9975056,0.00000615136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005238448,0.0009606094,0.001538212,0.008709993,0.01335148,0.0003133219,0.02187293,0.003290261,0.9494393],"genre_scores_gemma":[0.00123695,0.0002836152,0.000460738,0.001854578,0.0006581885,0.0001338717,0.005641547,0.000635646,0.9890948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3020331,"threshold_uncertainty_score":0.4308136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336929649642258,"score_gpt":0.2474360330380464,"score_spread":0.2140667365416238,"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."}}