{"id":"W4205424625","doi":"10.5194/bg-2021-6-rc2","title":"Comment on bg-2021-6","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":"Memorial University of Newfoundland","funders":"Strong","keywords":"Span (engineering); Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002746179,0.001857528,0.002133358,0.002341156,0.002724508,0.008916747,0.003647517,0.02298054,0.2273542],"category_scores_gemma":[0.01444218,0.0008711183,0.002504406,0.004577823,0.001951796,0.00276334,0.0024327,0.009876013,0.1989865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005551599,"about_ca_system_score_gemma":0.00787138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06583121,"about_ca_topic_score_gemma":0.04319281,"domain_scores_codex":[0.9968696,0.0001790568,0.0001628994,0.0002981671,0.001978225,0.0005119436],"domain_scores_gemma":[0.993448,0.001041393,0.0002927436,0.0006431718,0.00395433,0.0006203805],"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":[0.00006001373,0.00001608393,0.00007789898,0.00006283414,0.000004769033,0.00003578024,0.000007990559,0.00007791829,0.0001050499,0.0003617559,0.9967548,0.002435028],"study_design_scores_gemma":[0.00008172742,0.000016475,0.002058433,0.0001224187,0.00001251354,0.00001850867,0.0000467125,0.0002556581,0.0003546384,0.001351656,0.9956463,0.00003491209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00107539,0.001812706,0.001157036,0.2449654,0.4923798,0.0006578607,0.0655407,0.006446335,0.1859647],"genre_scores_gemma":[0.01312622,0.002714979,0.003349107,0.3454151,0.1038924,0.0009668409,0.03748351,0.004404533,0.4886474],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2273542,"threshold_uncertainty_score":0.7605755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314378466214317,"score_gpt":0.2484651365337114,"score_spread":0.2253213518715682,"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."}}