{"id":"W7064921158","doi":"","title":"Después de COST/ES0601: comparación automática de métodos de homogeneización de series","year":2012,"lang":"es","type":"article","venue":"Arcimis (State Meteorological Agency)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Fusible alloy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009604212,0.0007817366,0.0009079499,0.0001114894,0.0007428706,0.0002455827,0.0008073499,0.0002760322,0.001710747],"category_scores_gemma":[0.00014066,0.0007059371,0.0005713174,0.000570001,0.0006164062,0.0005700406,0.0003799156,0.0009304978,0.0005654862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296231,"about_ca_system_score_gemma":0.0004514105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240862,"about_ca_topic_score_gemma":0.00000848949,"domain_scores_codex":[0.9940599,0.0009824258,0.0008051672,0.0006810381,0.0003706101,0.003100895],"domain_scores_gemma":[0.9967827,0.0005841682,0.0003421854,0.0006727488,0.0001411998,0.001477057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006398083,0.003699158,0.7056885,0.0001867324,0.0009341735,0.0001090736,0.005631344,0.01684358,0.06681325,0.1443999,0.00390068,0.05115388],"study_design_scores_gemma":[0.001350411,0.0008793762,0.8270085,0.00007956703,0.0007044107,0.00001837667,0.0004389963,0.01282716,0.01880579,0.07573733,0.06068321,0.001466834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016,0.0005741332,0.09187025,0.00180289,0.000164051,0.0006201814,0.0004922182,0.0001879384,0.002688352],"genre_scores_gemma":[0.9681355,0.0001855493,0.02795964,0.001313094,0.0009507796,0.0003108811,0.0002072958,0.00008959017,0.0008476123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213201,"threshold_uncertainty_score":0.9995392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213944376018875,"score_gpt":0.283407734419944,"score_spread":0.2512682906597553,"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."}}