{"id":"W4386054172","doi":"10.5194/sp-2023-10-ac1","title":"Reply on CC1","year":2023,"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":"Dalhousie University","funders":"Ocean Acidification Program; Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Prince Albert II of Monaco Foundation; Canada Research Chairs; ClimateWorks Foundation; National Aeronautics and Space Administration","keywords":"Data assimilation; Context (archaeology); Biogeochemical cycle; Scale (ratio); Computer science; Alkalinity; Environmental science; Meteorology; Remote sensing; Ecology; Geology; Chemistry; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002562015,0.0008838316,0.0009653341,0.001059966,0.003205899,0.004285538,0.002555805,0.02437276,0.2055439],"category_scores_gemma":[0.02210799,0.000469324,0.001327041,0.00103207,0.001953486,0.003991774,0.002645798,0.01909947,0.1275844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933152,"about_ca_system_score_gemma":0.004309874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008615308,"about_ca_topic_score_gemma":0.01228271,"domain_scores_codex":[0.9977378,0.0003273406,0.0002068545,0.0003906673,0.0009071141,0.0004302725],"domain_scores_gemma":[0.9935558,0.001835656,0.0002087474,0.0003821776,0.002951954,0.001065685],"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":[0.000009310036,0.000002899927,0.00003645788,0.0000152163,0.000001040349,0.00004127958,0.000008672803,0.000004782005,0.00002311025,0.0005270696,0.9969299,0.00240013],"study_design_scores_gemma":[0.000007896835,0.000005886097,0.0001999098,0.00005670608,0.000001916805,0.00005170336,0.00005183726,0.0000214155,0.00005607126,0.0006072936,0.9989304,0.000008993192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003107173,0.002140458,0.0003152455,0.7341526,0.1978068,0.0001421328,0.0009270914,0.0004388244,0.06376614],"genre_scores_gemma":[0.002742867,0.001140805,0.0002972176,0.7472968,0.04751126,0.0001824803,0.0003844248,0.0002891097,0.2001551],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2055439,"threshold_uncertainty_score":0.6876128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821357793591234,"score_gpt":0.2536559497338802,"score_spread":0.2354423717979678,"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."}}