{"id":"W4385424135","doi":"10.5194/wes-2023-40-ac1","title":"Reply on RC1","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":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Planetary boundary layer; Boundary layer; Turbulence; Wind speed; Geostrophic wind; Mechanics; Inflow; Large eddy simulation; Meteorology; Computer science; Environmental science; 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":[0.0002150392,0.0002190034,0.0003147783,0.0001417472,0.00002396406,0.00002462747,0.0002267303,0.0001130297,0.002103472],"category_scores_gemma":[0.00009721775,0.0001754307,0.00009655633,0.0002345076,0.000008470185,0.00001679165,0.00006083484,0.0003870293,0.008529288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054191,"about_ca_system_score_gemma":0.00007382312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007428066,"about_ca_topic_score_gemma":0.00004124055,"domain_scores_codex":[0.9987113,0.00001152141,0.0002151304,0.0002234947,0.0004719637,0.000366615],"domain_scores_gemma":[0.9993408,0.00005936663,0.00001147483,0.0004011243,0.0000452756,0.0001419907],"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":[6.759442e-7,0.000003064387,2.036073e-7,0.001494463,0.00005546479,0.00003594746,0.000002613403,0.0003860055,6.149972e-7,0.00005690259,0.984829,0.01313503],"study_design_scores_gemma":[0.00004454568,0.0000163095,0.00001685572,0.001668716,0.000005782479,0.000001717087,0.000001137741,0.0001089983,0.00004878096,0.00004360565,0.9978287,0.0002148479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002759534,0.01101611,0.00006788993,0.02985987,0.004376588,0.0002209199,0.00006337025,0.001576811,0.9528157],"genre_scores_gemma":[0.000004755691,0.02861796,0.00019129,0.004217481,0.0004396402,0.0001048436,0.000627221,0.00008814632,0.9657087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02564239,"threshold_uncertainty_score":0.9988087,"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."}}