{"id":"W4387495692","doi":"10.5194/sp-2023-10-ac4","title":"Response to Reviewer 2","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; Identification (biology); Environmental science; Remote sensing; Meteorology; Ecology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01888053,0.001776856,0.002690606,0.003489123,0.003497725,0.00746657,0.004733239,0.01650775,0.1434181],"category_scores_gemma":[0.2099677,0.0009805864,0.002465967,0.002113297,0.002145252,0.006645442,0.004757008,0.01473576,0.06785711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006244661,"about_ca_system_score_gemma":0.01022581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003782835,"about_ca_topic_score_gemma":0.005544327,"domain_scores_codex":[0.9836974,0.004071594,0.002309479,0.001783123,0.006927018,0.001211443],"domain_scores_gemma":[0.8109227,0.02863767,0.007480803,0.004494243,0.1395539,0.008910729],"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":[0.0000134977,0.000002601116,0.00003856937,0.0001457706,0.000003680584,0.00003306693,0.00003083132,0.00000688346,0.00002310964,0.000109205,0.9974015,0.002191447],"study_design_scores_gemma":[0.00004203954,0.00001770862,0.0003774362,0.0007473147,0.00001531679,0.0002125153,0.0002887166,0.00007191888,0.0001247884,0.0006487058,0.99741,0.00004363719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002127979,0.001358665,0.0008216341,0.4701414,0.5167333,0.00056711,0.00152069,0.0007153848,0.007929145],"genre_scores_gemma":[0.004068381,0.002369707,0.001315794,0.7620865,0.1593561,0.002218042,0.001121248,0.0009691956,0.06649509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8565819,"threshold_uncertainty_score":0.4797813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871101581310574,"score_gpt":0.273034118936815,"score_spread":0.2543231031237093,"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."}}