{"id":"W3023004912","doi":"","title":"Simple Scaling of Extreme Precipitations over North America","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Simple (philosophy); Scaling; Mathematics; Geometry; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003009033,0.00009411399,0.0001685027,0.00006013773,0.0001030337,0.00002429459,0.0001524199,0.00003735628,0.0002845489],"category_scores_gemma":[0.0004887164,0.00007488502,0.00004737989,0.0002535565,0.00006446792,0.0001503473,0.00001619206,0.00008168458,0.0001490022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000433585,"about_ca_system_score_gemma":0.00003823239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00552256,"about_ca_topic_score_gemma":0.007008274,"domain_scores_codex":[0.9989371,0.0001034516,0.0002877578,0.0001768165,0.0002638428,0.0002310098],"domain_scores_gemma":[0.9990857,0.000338681,0.0001367743,0.0001511352,0.0001017869,0.000185887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001234313,0.00001360162,0.839713,0.000004737428,0.000008754656,9.702462e-7,0.0006098666,0.1536099,0.00002201789,0.00002260911,0.00105202,0.004930136],"study_design_scores_gemma":[0.0003602638,0.0001586232,0.8355232,0.00001186473,0.00002362161,6.737284e-7,0.0006092075,0.1441628,0.000007777035,0.003193846,0.01575059,0.0001975362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698936,0.0003177586,0.0006012057,0.00007368866,0.0001202362,0.0001056371,0.00005464067,0.00003897377,0.02879423],"genre_scores_gemma":[0.9953706,0.000006274369,0.004096255,0.000155344,0.00009676476,0.000001002088,0.0001550776,0.000003018362,0.0001156521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867857,"threshold_uncertainty_score":0.8348496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729834028009272,"score_gpt":0.2668329524976342,"score_spread":0.1995346122175414,"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."}}