{"id":"W6986149383","doi":"","title":"Observations and Analysis of the 7 October 2020 Derecho","year":2022,"lang":"en","type":"article","venue":"Scholars Archive - University at Albany (University at Albany, State University of New York)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cold front; Warm front; Derecho; Front (military); Frontogenesis; Mesoscale meteorology; Forcing (mathematics); Trough (economics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003205221,0.0003014724,0.0006920037,0.0008348561,0.002234971,0.00001296787,0.001006652,0.0001216524,0.001267111],"category_scores_gemma":[0.0001274033,0.0003767813,0.0006355299,0.002876116,0.0008124383,0.0004352325,0.003628352,0.0007387619,0.000009756025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117669,"about_ca_system_score_gemma":0.0005064395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007285609,"about_ca_topic_score_gemma":0.009983893,"domain_scores_codex":[0.9973578,0.0004612086,0.0001999437,0.000673851,0.0008574408,0.0004497802],"domain_scores_gemma":[0.9974971,0.0004970634,0.0004624814,0.0007777627,0.0002425121,0.0005230503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007890929,0.0008962991,0.8374649,0.0001851191,0.007530251,0.001475326,0.02452539,0.00913574,0.008791368,0.005259076,0.09476366,0.002081911],"study_design_scores_gemma":[0.004849054,0.0003714611,0.782975,0.0000812518,0.00514337,0.00004600405,0.01553228,0.00284462,0.0001400221,0.0002355239,0.1873048,0.0004767166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863284,0.0001620731,0.001837827,0.002009439,0.00009517667,0.0004548781,0.003843681,0.00007562133,0.005192881],"genre_scores_gemma":[0.9258319,0.0006929964,0.006478522,0.0002570819,0.00001757542,3.967232e-8,0.0007199202,0.00003015808,0.06597178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09254109,"threshold_uncertainty_score":0.9998684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553578417898985,"score_gpt":0.2012640978240838,"score_spread":0.175728313645094,"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."}}