{"id":"W4242807652","doi":"10.1088/1755-1315/837/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Beijing; Library science; Presentation (obstetrics); Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Computer science; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002207404,0.001356375,0.001041766,0.002760673,0.003236114,0.006008509,0.002231943,0.002440075,0.5587441],"category_scores_gemma":[0.01689855,0.0004801869,0.0008106604,0.002296715,0.0009340512,0.005650909,0.003338514,0.004551233,0.4275193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255847,"about_ca_system_score_gemma":0.003128746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356017,"about_ca_topic_score_gemma":0.00319216,"domain_scores_codex":[0.9981566,0.0002973047,0.0001618464,0.0003371732,0.0008363609,0.0002106757],"domain_scores_gemma":[0.9913468,0.00119215,0.0003617775,0.0006754374,0.004982661,0.001441308],"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":[0.00002089964,0.00001249199,0.00007758399,0.00009112019,0.000001663986,0.00004442804,0.00006693092,0.00003712909,0.00007097224,0.001898386,0.971498,0.02618043],"study_design_scores_gemma":[0.000003375007,0.00001434717,0.0001581605,0.0001100234,0.000001402805,0.00007600697,0.00009489661,0.0000213647,0.00004639084,0.001208218,0.9982606,0.000005292009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001735128,0.01672645,0.009155715,0.07428958,0.2541357,0.0009676687,0.01983787,0.004435085,0.6187168],"genre_scores_gemma":[0.007850883,0.010227,0.00445614,0.01812304,0.03438319,0.0006887658,0.01745561,0.001979541,0.9048358],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4412559,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237235344961349,"score_gpt":0.1885423650725359,"score_spread":0.1761700116229224,"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."}}