{"id":"W4232797156","doi":"10.1175/2008waf2222202.1","title":"Reply","year":2008,"lang":"en","type":"article","venue":"Weather and Forecasting","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Hydro (Canada)","funders":"","keywords":"Library science; Meteorology; Geography; Geology; History; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009516446,0.00004344332,0.00006329214,0.00001718574,0.000210117,0.000008912088,0.00003140484,0.00001588644,0.001263589],"category_scores_gemma":[0.00004484257,0.00002999155,0.00001672188,0.00005287511,0.00004613627,0.00005514237,0.000003571652,0.0000415939,0.00004428367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.894851e-7,"about_ca_system_score_gemma":0.000003730445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001837358,"about_ca_topic_score_gemma":0.00002403815,"domain_scores_codex":[0.9996294,0.00001594293,0.00008573561,0.000101178,0.0000557973,0.0001119392],"domain_scores_gemma":[0.9997632,0.0001047173,0.00001965024,0.00005009762,0.00000797951,0.00005436682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007538796,0.000002755497,0.9500501,0.000001856991,0.00000330385,0.000009525622,0.0002625175,0.0009054916,0.00001057196,0.0001422565,0.00008158785,0.04852245],"study_design_scores_gemma":[0.0001340709,0.00006697635,0.9550819,0.000002389204,0.000002588343,0.00005100898,0.00003624769,0.03561021,0.000003802566,0.003280533,0.005650466,0.00007978831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869516,0.0002496918,0.0001833296,0.00005830372,0.00003707314,0.00003071688,0.000003660545,0.0000235876,0.1298976],"genre_scores_gemma":[0.9974788,0.0000134345,0.001272865,0.0004119771,0.00006531693,2.038653e-7,0.000005821101,0.000001020417,0.0007505627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129147,"threshold_uncertainty_score":0.9996494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054423457290512,"score_gpt":0.2180610779514769,"score_spread":0.1475168433785718,"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."}}