{"id":"W4388693171","doi":"10.5194/wes-2023-75-ac1","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Wind gradient; Planetary boundary layer; Wake; Turbine; Inflow; Environmental science; Wind speed; Wind power; Meteorology; Scale (ratio); Boundary layer; Thermal wind; Pressure gradient; Wind direction; Wind profile power law; Atmospheric sciences; Mechanics; Geology; Aerospace engineering; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0002116991,0.0002188898,0.00031455,0.0001415701,0.00002280702,0.00002458502,0.0002262413,0.0001129397,0.001978791],"category_scores_gemma":[0.0000970774,0.0001753478,0.00009652562,0.000234053,0.000008456331,0.00001678268,0.00006070485,0.0003865563,0.008102957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038417,"about_ca_system_score_gemma":0.00007346289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007024089,"about_ca_topic_score_gemma":0.00004587735,"domain_scores_codex":[0.9987128,0.00001150312,0.0002149394,0.0002232613,0.0004713012,0.0003661709],"domain_scores_gemma":[0.9993415,0.00005926068,0.00001146973,0.0004006702,0.00004522622,0.0001418813],"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":[6.762348e-7,0.000003061292,2.69139e-7,0.001493897,0.00005551672,0.00003598088,0.000002401804,0.0002917796,6.342287e-7,0.00005399017,0.9859758,0.01208599],"study_design_scores_gemma":[0.00004427521,0.0000162823,0.00001919226,0.00166626,0.000005780991,0.000001788104,0.000001065828,0.0001039979,0.00004951804,0.00004319868,0.9978339,0.0002147063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002885228,0.01166274,0.00007146872,0.03148398,0.004625578,0.0002337832,0.00006421025,0.001868173,0.9499872],"genre_scores_gemma":[0.00000555512,0.02916475,0.00019047,0.004238623,0.0004410954,0.0001054016,0.0006049127,0.00009583988,0.9651533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02724536,"threshold_uncertainty_score":0.9989336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377379038171111,"score_gpt":0.2966151372723955,"score_spread":0.2528413468906844,"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."}}