{"id":"W4402625970","doi":"10.5194/egusphere-2024-1810-rc2","title":"Comment on egusphere-2024-1810","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":[0.001676381,0.000802519,0.0007669901,0.0009001425,0.002444758,0.003655825,0.001918321,0.02147038,0.2152168],"category_scores_gemma":[0.008846222,0.0004014571,0.001291169,0.001122021,0.001214242,0.002661157,0.001870041,0.01069551,0.1174379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295378,"about_ca_system_score_gemma":0.003031441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03121377,"about_ca_topic_score_gemma":0.04366108,"domain_scores_codex":[0.9987314,0.00009309509,0.00009125016,0.0001303657,0.0006692707,0.0002847085],"domain_scores_gemma":[0.9973247,0.0006336198,0.0001403037,0.0001933274,0.001274853,0.0004331957],"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":[0.00003515886,0.0000106084,0.00008103995,0.00004085584,0.000001781451,0.00006956881,0.000009727954,0.00001473836,0.00008270898,0.0008559052,0.9957883,0.00300959],"study_design_scores_gemma":[0.00001760607,0.0000114887,0.0004822256,0.00004987214,0.000002134238,0.00001634095,0.00003323082,0.00002578091,0.0001019289,0.0005060162,0.9987437,0.000009753207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001129754,0.001753292,0.0007717646,0.4039291,0.2837659,0.0005618625,0.0135449,0.002484498,0.2920589],"genre_scores_gemma":[0.004753416,0.0008041288,0.0004641475,0.5263329,0.02690532,0.0003220366,0.002923785,0.0006517923,0.4368424],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2152168,"threshold_uncertainty_score":0.719972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137827764082146,"score_gpt":0.2720939574190753,"score_spread":0.2207156797782538,"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."}}