{"id":"W4210519100","doi":"10.5194/os-2021-112-rc2","title":"Comment on os-2021-112","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Tide gauge; Bathymetry; Coastal flood; Bay; Environmental science; Estimation; Oceanography; Climatology; Surge; Geology; Sea level; Meteorology; Climate change; Sea level rise; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001536439,0.0007452974,0.0007714789,0.00143774,0.00164698,0.004396628,0.001383653,0.007706976,0.4737508],"category_scores_gemma":[0.0101637,0.0003014216,0.0009047398,0.00164177,0.000706178,0.002631038,0.001642645,0.00475892,0.3180235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870629,"about_ca_system_score_gemma":0.002500522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167695,"about_ca_topic_score_gemma":0.0203271,"domain_scores_codex":[0.9989848,0.00007251421,0.00007579586,0.0001175261,0.0005339385,0.0002154441],"domain_scores_gemma":[0.9957765,0.0008504076,0.0001831436,0.0004037293,0.002181599,0.0006047311],"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":[0.00002489567,0.000005620176,0.00004268228,0.00002995314,7.571538e-7,0.0000216553,0.000004170757,0.00001167621,0.00004025138,0.0005341385,0.9961888,0.003095454],"study_design_scores_gemma":[0.00001497157,0.00001001182,0.0003801921,0.00006037323,0.000001253823,0.00001041075,0.00001815889,0.0000356826,0.00007500147,0.000313334,0.9990747,0.000005954375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001077322,0.001180952,0.001435604,0.1432337,0.2352363,0.0006237141,0.05829987,0.007015236,0.5518974],"genre_scores_gemma":[0.006020738,0.001023572,0.000729856,0.117195,0.02979486,0.0004641314,0.0183662,0.002082694,0.8243231],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4737508,"threshold_uncertainty_score":0.7506306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228335824341571,"score_gpt":0.2452040965357455,"score_spread":0.2229207382923298,"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."}}