{"id":"W4205615036","doi":"10.5194/os-2021-66-rc2","title":"Comment on os-2021-66","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"Compute Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Government of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Halocline; Stratification (seeds); Water column; Oceanography; Thermocline; Phytoplankton; Environmental science; Global wind patterns; Geology; Atmospheric sciences; Ecology; Nutrient; Biology","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":[0.001391569,0.0008287007,0.0007886089,0.001304923,0.001749451,0.003640194,0.001727098,0.0128107,0.2697215],"category_scores_gemma":[0.008272548,0.0003819572,0.00112624,0.001479417,0.0008985076,0.002070411,0.001361243,0.0070482,0.2062897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101514,"about_ca_system_score_gemma":0.002565328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02245552,"about_ca_topic_score_gemma":0.02810295,"domain_scores_codex":[0.9989576,0.00006500017,0.00009169921,0.0001134213,0.0005395358,0.0002326574],"domain_scores_gemma":[0.9962561,0.000750185,0.0001792838,0.00029542,0.001904692,0.0006141927],"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":[0.00002444636,0.000005930758,0.00004771558,0.00003417081,8.303281e-7,0.0000311969,0.000003750069,0.000009907647,0.00004766446,0.0003454681,0.9963075,0.003141332],"study_design_scores_gemma":[0.00001620582,0.0000102216,0.0006583435,0.0000831482,0.000001657837,0.00001494345,0.0000196629,0.00002989826,0.00007654152,0.0002824442,0.9987992,0.000007768938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008738289,0.001509176,0.0007809011,0.2408297,0.3817686,0.0005236521,0.02042452,0.003706882,0.3495827],"genre_scores_gemma":[0.004554708,0.001179441,0.0005390294,0.26336,0.05040475,0.0004916941,0.006048406,0.000955037,0.672467],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2697215,"threshold_uncertainty_score":0.9023085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0552335798748918,"score_gpt":0.3115339413862994,"score_spread":0.2563003615114076,"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."}}