{"id":"W4390547154","doi":"10.5194/essd-2023-328-ac1","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Geological Survey; National Oceanic and Atmospheric Administration","keywords":"Eddy covariance; Biosphere; Evapotranspiration; Atmospheric sciences; Primary production; Diurnal cycle; Carbon cycle; Environmental science; Meteorology; Physics; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00285544,0.00099135,0.001065678,0.001029364,0.003167123,0.004831964,0.003384507,0.02459369,0.1500403],"category_scores_gemma":[0.02774007,0.000582805,0.001499989,0.0008654733,0.002349775,0.004312595,0.002804356,0.024113,0.1160071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351164,"about_ca_system_score_gemma":0.003617195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006858674,"about_ca_topic_score_gemma":0.008053686,"domain_scores_codex":[0.9973514,0.0004865629,0.000242344,0.0005441338,0.0009394157,0.0004362],"domain_scores_gemma":[0.993511,0.002009984,0.0002450259,0.0005264325,0.002631951,0.001075546],"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":[0.000007795573,0.000002725383,0.00002168278,0.000011147,0.000001390392,0.00003914621,0.000007308723,0.000003854347,0.00001471091,0.0003626572,0.9977355,0.001792097],"study_design_scores_gemma":[0.000009860007,0.00000584555,0.0001350845,0.00004599929,0.000002666683,0.00005254898,0.00004591523,0.00002072005,0.00005748081,0.0005575691,0.9990579,0.000008309311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001820085,0.00186809,0.0002425271,0.7279083,0.2383393,0.00007912588,0.0006077047,0.0003781096,0.03039497],"genre_scores_gemma":[0.002137759,0.001044047,0.0002162288,0.8071242,0.0680509,0.000143216,0.0002536506,0.0002674588,0.1207626],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8499597,"threshold_uncertainty_score":0.5019349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254151819092672,"score_gpt":0.2471681532282284,"score_spread":0.2346266350373017,"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."}}