{"id":"W6927673988","doi":"10.2785/544610","title":"Multivariate Temporal Disaggregation","year":2017,"lang":"en","type":"book-chapter","venue":"Cineca Institutional Research Information System (Tor Vergata University)","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Michigan","keywords":"Terminology; Glossary; International comparisons; Official statistics; Range (aeronautics); Order (exchange); National accounts; Summary statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009564019,0.000331704,0.0003190467,0.0007606755,0.001658425,0.0002079048,0.001009662,0.0005148313,0.0000638503],"category_scores_gemma":[0.000744075,0.000346125,0.0001807772,0.0000970491,0.0008010582,0.0002024954,0.00106964,0.0006099664,0.0006275887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000861524,"about_ca_system_score_gemma":0.001808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656646,"about_ca_topic_score_gemma":0.00008954578,"domain_scores_codex":[0.997305,0.0001144666,0.0003911961,0.0004236267,0.001308767,0.0004569057],"domain_scores_gemma":[0.9965335,0.00004988083,0.000396418,0.0009107271,0.001836591,0.0002728447],"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":[0.001030531,0.00004119088,0.0003543813,0.001155769,0.0007528843,0.0001583965,0.0002078644,0.0002291471,0.001425717,0.9572564,0.03381058,0.003577174],"study_design_scores_gemma":[0.001061888,0.0001660595,0.0005290185,0.0004856893,0.00002165286,0.00001913357,0.0001999196,0.0002926175,0.0001477779,0.00007570752,0.9966565,0.0003440003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001168363,0.0001770986,0.00192756,0.0001826248,0.0004553525,0.000983172,0.0007384656,0.00006313227,0.9943042],"genre_scores_gemma":[0.4579897,0.0005854751,0.0004021668,0.0000345639,0.0009621888,0.00002004709,0.004129403,0.00004380193,0.5358326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.962846,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06349206085436966,"score_gpt":0.303646544764395,"score_spread":0.2401544839100254,"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."}}