{"id":"W6967526689","doi":"10.5067/gpmgv/gcpex/radiosonde/data101","title":"GPM GROUND VALIDATION ENVIRONMENT CANADA (EC) RADIOSONDE GCPEX","year":2025,"lang":"en","type":"dataset","venue":"Earth Observing System Data and Information System","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radiosonde; Satellite; Earth observation satellite; Global Precipitation Measurement; Term (time)","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002661872,0.0009762618,0.001349194,0.0006401365,0.0007345563,0.00135232,0.002597081,0.0006063509,0.00007721542],"category_scores_gemma":[0.0002294459,0.0009728919,0.00009108513,0.000572929,0.00005596899,0.006704788,0.001893337,0.0006090423,0.001044226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941047,"about_ca_system_score_gemma":0.001576782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3000045,"about_ca_topic_score_gemma":0.04847327,"domain_scores_codex":[0.9925982,0.0007180553,0.002928559,0.0009285092,0.002062829,0.0007638824],"domain_scores_gemma":[0.9911855,0.0002598689,0.002516438,0.005454523,0.0002108469,0.0003727778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002829023,0.0000090218,0.00009877928,0.01574048,0.0002539981,0.00001673064,0.0001037721,0.0001722833,0.000001957552,0.0001467129,0.9831362,0.0002917119],"study_design_scores_gemma":[0.0007145574,0.00002809987,0.0006108318,0.004108763,0.0003553681,0.0001886815,0.003607885,0.006218244,0.0000121652,1.113805e-7,0.9833138,0.0008414777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004469893,0.0004941653,0.0004243689,0.00005125604,0.002738972,0.001950087,0.9927763,0.0003261629,0.0007916347],"genre_scores_gemma":[0.006537303,0.00009326577,0.0001576807,0.0001562096,0.0004041324,0.0001414528,0.9922559,0.00004183306,0.0002122796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2515312,"threshold_uncertainty_score":0.9997336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938992819547427,"score_gpt":0.2116993223781794,"score_spread":0.1923093941827052,"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."}}