{"id":"W3204956494","doi":"10.5194/os-2021-66-rc1","title":"Comment on os-2021-66","year":2021,"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":"","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":"Stratification (seeds); Halocline; Oceanography; Phytoplankton; Environmental science; Abundance (ecology); Global wind patterns; Thermocline; Geology; Atmospheric sciences; Ecology; Nutrient; Biology; Salinity","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":[0.002857114,0.0008780098,0.0008672866,0.001359703,0.002078942,0.003131689,0.001815765,0.018034,0.05929403],"category_scores_gemma":[0.0179132,0.0003956536,0.001233186,0.001413974,0.001183109,0.002257152,0.001484638,0.01135016,0.05070169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579827,"about_ca_system_score_gemma":0.005601865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02883315,"about_ca_topic_score_gemma":0.03063935,"domain_scores_codex":[0.9977847,0.0001502056,0.0002609019,0.0001991577,0.00123025,0.0003748429],"domain_scores_gemma":[0.992766,0.001726698,0.0003650089,0.0004777266,0.003864347,0.0008002078],"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":[0.00003330583,0.000008157347,0.0001280487,0.00007112533,0.000002003474,0.0001269857,0.00001802282,0.00002755074,0.00009450166,0.001105292,0.9946778,0.003707221],"study_design_scores_gemma":[0.00001283482,0.000009797775,0.0008244388,0.00009761871,0.000003206334,0.00003785491,0.00004088286,0.00004018291,0.0001061091,0.0005336507,0.9982816,0.00001183746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001225279,0.002888465,0.0008016679,0.4279918,0.4253623,0.0004144066,0.007777268,0.001263974,0.1322749],"genre_scores_gemma":[0.008276667,0.002871016,0.0008702134,0.5651814,0.08733688,0.0005763321,0.002845917,0.0006036737,0.3314379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05929403,"threshold_uncertainty_score":0.1983583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681678902179176,"score_gpt":0.3150202944727544,"score_spread":0.2582035054509627,"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."}}