{"id":"W3167319725","doi":"10.5194/os-2021-21-rc2","title":"Comment on os-2021-21","year":2021,"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":"Hakai Institute; Compute Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Upwelling; Geology; Wind stress; Structural basin; Climatology; Oceanography; Sea surface temperature; Temperature salinity diagrams; Atmospheric sciences; Salinity; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001196957,0.0008070078,0.0008582319,0.0009137313,0.00187854,0.003937221,0.00191963,0.01368667,0.3430365],"category_scores_gemma":[0.0065711,0.0003622527,0.001210425,0.001107603,0.001009831,0.001767031,0.001437948,0.007404475,0.3002426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552697,"about_ca_system_score_gemma":0.002716726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02502683,"about_ca_topic_score_gemma":0.03420191,"domain_scores_codex":[0.9989317,0.00006588457,0.00008553208,0.0001250761,0.000515826,0.0002759501],"domain_scores_gemma":[0.9975268,0.0004011178,0.00009314567,0.0002300475,0.001293467,0.0004555124],"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":[0.00003205079,0.00001067084,0.00006154242,0.00003703473,0.000001376053,0.00005197413,0.000005932143,0.00001099978,0.00007018552,0.0004921361,0.9949951,0.004230854],"study_design_scores_gemma":[0.00001403832,0.000009854732,0.0005524059,0.00005861937,0.000001539715,0.00001317963,0.00002483073,0.0000251786,0.00007311241,0.0002649741,0.9989549,0.000007205854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008317585,0.001334043,0.0005372381,0.1455142,0.2978224,0.0007359112,0.0120728,0.002774298,0.5383773],"genre_scores_gemma":[0.002935986,0.0006402935,0.0002935803,0.146088,0.02543869,0.0003832332,0.002951514,0.0005994617,0.8206692],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3430365,"threshold_uncertainty_score":0.9370787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225374393227609,"score_gpt":0.2470252398402676,"score_spread":0.2244878005175067,"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."}}