{"id":"W4391838525","doi":"10.5194/wes-2023-171-rc2","title":"Comment on wes-2023-171","year":2024,"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":"Environmental science; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002434263,0.0003468873,0.0004201878,0.0001777212,0.0000282927,0.00006761294,0.0002871755,0.0001695018,0.00679019],"category_scores_gemma":[0.00002149663,0.0002644737,0.0001566166,0.0002125057,0.00001269909,0.00001918038,0.0001247234,0.0006965665,0.009630473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734146,"about_ca_system_score_gemma":0.00009015217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007074582,"about_ca_topic_score_gemma":0.00005986066,"domain_scores_codex":[0.9983684,0.00001894162,0.0002839219,0.0002869985,0.0005966421,0.0004450478],"domain_scores_gemma":[0.9993002,0.00005559517,0.00001075852,0.0003945101,0.00003871,0.0002002508],"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":[0.000001054473,0.0000107576,8.779724e-8,0.004091242,0.0001534779,0.00004883595,0.000004707073,0.0002191721,5.900363e-7,0.000479909,0.9802698,0.01472034],"study_design_scores_gemma":[0.00005853118,0.00003183326,0.000001736499,0.003887559,0.00002363041,0.000003477282,0.000002112432,0.0002792767,0.00006001596,0.00009903979,0.9952391,0.0003137242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.140434e-7,0.0565345,0.00009737553,0.2070414,0.005293221,0.0002646243,0.0001490487,0.0005630333,0.7300562],"genre_scores_gemma":[0.00001346297,0.02724246,0.0003060514,0.01833184,0.0005681227,0.0001868408,0.001073934,0.00009174369,0.9521856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2221294,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218094262214934,"score_gpt":0.2923372313409848,"score_spread":0.2601562887188354,"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."}}