{"id":"W4309417882","doi":"10.5194/egusphere-2022-852-rc1","title":"Comment on egusphere-2022-852","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Science and Technology, Taiwan; Academia Sinica; Global Lake Ecological Observatory Network","keywords":"Typhoon; Environmental science; Dissolved organic carbon; Stratification (seeds); Subtropics; Hydrology (agriculture); Monsoon; Ecosystem; Inflow; Oceanography; Water column; Subtropical ridge; Precipitation; Ecology; Geology; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704017,0.0009931779,0.0008533038,0.001227439,0.002576815,0.003377733,0.002106219,0.01940761,0.2682021],"category_scores_gemma":[0.00818042,0.0004966971,0.001379721,0.001348014,0.001416091,0.002751451,0.002118849,0.01023039,0.1892482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741444,"about_ca_system_score_gemma":0.002681056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443132,"about_ca_topic_score_gemma":0.02843953,"domain_scores_codex":[0.9987097,0.00008641601,0.0001085673,0.0001411674,0.0007014477,0.0002526811],"domain_scores_gemma":[0.9965927,0.0006145473,0.0001748007,0.0002978819,0.001731914,0.0005881553],"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":[0.00002628403,0.00001209385,0.00007059488,0.00003247453,0.000001769782,0.0000612235,0.000006431615,0.000009767038,0.00006613383,0.0003904473,0.9961051,0.003217661],"study_design_scores_gemma":[0.00001936543,0.000009459602,0.000470927,0.0000538653,0.000001955362,0.00001454147,0.00002555657,0.00002639595,0.00008166832,0.0003427205,0.9989452,0.000008243504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007647102,0.001337005,0.0005750399,0.3540418,0.4222974,0.0004765559,0.008614027,0.002731666,0.2091617],"genre_scores_gemma":[0.00375265,0.0009399939,0.0005257783,0.4615926,0.06998666,0.0003715885,0.002983816,0.000794841,0.4590521],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2682021,"threshold_uncertainty_score":0.8972254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397129915901408,"score_gpt":0.2380238281870115,"score_spread":0.2140525290279974,"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."}}