{"id":"W4367395753","doi":"10.5194/egusphere-2023-501-rc1","title":"Comment on egusphere-2023-501","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halocline; Geology; Stratification (seeds); Mesoscale meteorology; Baroclinity; Oceanography; Arctic; Climatology; Salinity","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":[0.001350745,0.0008753325,0.0008331335,0.001142855,0.002613201,0.003378389,0.001957591,0.01319765,0.4791203],"category_scores_gemma":[0.008502467,0.0004442522,0.001176155,0.0012204,0.00113566,0.002387826,0.002119139,0.007520593,0.3328589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253198,"about_ca_system_score_gemma":0.002156965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02542199,"about_ca_topic_score_gemma":0.02990702,"domain_scores_codex":[0.9989723,0.00006537588,0.00008155472,0.0001240806,0.0005287488,0.0002279465],"domain_scores_gemma":[0.9964043,0.0006626265,0.0001652879,0.0003783567,0.001704225,0.0006851595],"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":[0.00002000832,0.000009246457,0.0000531831,0.00002336519,0.000001011105,0.00003313804,0.000005596719,0.000006514052,0.00004632258,0.0002425108,0.9968507,0.002708322],"study_design_scores_gemma":[0.00002557008,0.00001092849,0.0005829814,0.00006944023,0.000001783615,0.00001290486,0.00003649502,0.00002399467,0.0001043827,0.0002719198,0.9988501,0.000009626475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008520267,0.0008493693,0.0007246547,0.2167159,0.3679608,0.0008897532,0.01534118,0.004915615,0.3917507],"genre_scores_gemma":[0.004008364,0.0006185087,0.0004442126,0.2331221,0.04765719,0.000487799,0.004023748,0.001294704,0.7083434],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4791203,"threshold_uncertainty_score":0.7429717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08177867744201064,"score_gpt":0.2719349647412482,"score_spread":0.1901562872992376,"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."}}