{"id":"W3024519630","doi":"","title":"GRACE under fire.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Geography; Forcing (mathematics); Climatology; Engineering; Geology","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":[0.0002717359,0.0005612602,0.0003014872,0.0006137713,0.002541943,0.002314637,0.0006571522,0.001374928,0.5749492],"category_scores_gemma":[0.001227298,0.000270367,0.0003146158,0.0003748462,0.000380373,0.0008047834,0.001601581,0.001819774,0.3103591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009803206,"about_ca_system_score_gemma":0.001991663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04919557,"about_ca_topic_score_gemma":0.1995207,"domain_scores_codex":[0.9997723,0.00001364572,0.000006058244,0.00003097906,0.0001172137,0.00005994878],"domain_scores_gemma":[0.9994113,0.00002885518,0.00001678897,0.0000332257,0.0002287068,0.0002810924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003470982,0.00001388213,0.0003099854,0.0000319179,0.000001616519,0.0001549895,0.00008685423,0.00001272547,0.00009742707,0.0009602659,0.9438996,0.05439597],"study_design_scores_gemma":[0.000003400238,0.0000042985,0.0005272759,0.00002775144,8.278195e-7,0.00007487225,0.0001193713,0.000007065494,0.00002348376,0.0001492363,0.9990603,0.000002094648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001108186,0.004493776,0.0002654413,0.01126244,0.008785327,0.00007320516,0.002427143,0.001045249,0.9705392],"genre_scores_gemma":[0.003199287,0.001487672,0.0001786738,0.002964601,0.0004828631,0.0000148619,0.0007565674,0.0001563053,0.9907591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5749492,"threshold_uncertainty_score":0.6062834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022737264029274,"score_gpt":0.1791819139632551,"score_spread":0.1689545413229624,"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."}}