{"id":"W4405632135","doi":"10.5194/egusphere-2024-3286-rc1","title":"Comment on egusphere-2024-3286","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":"University of Toronto; Environment and Climate Change Canada; York University; University of Saskatchewan","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001376957,0.0008183788,0.0007675619,0.001365979,0.002529739,0.002951518,0.001899289,0.0124405,0.4960449],"category_scores_gemma":[0.009786034,0.0004221711,0.001059757,0.001254802,0.001068382,0.002325839,0.002072261,0.006656128,0.3368551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016445,"about_ca_system_score_gemma":0.001789119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01978917,"about_ca_topic_score_gemma":0.02207826,"domain_scores_codex":[0.9987381,0.00008855892,0.0001009315,0.0001315852,0.000715121,0.0002257397],"domain_scores_gemma":[0.9962309,0.0008286324,0.0001705464,0.0003716694,0.001766695,0.0006316043],"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":[0.00001962304,0.000009838539,0.00005317721,0.00002384755,9.992516e-7,0.00004797892,0.000006686892,0.000006039226,0.00005570777,0.000264855,0.996493,0.003018135],"study_design_scores_gemma":[0.00002226897,0.00001076971,0.0004110098,0.00006932705,0.000001534813,0.00001729532,0.00003384325,0.00002229007,0.0001077221,0.0002538254,0.999043,0.00000717448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008611054,0.0009862641,0.0007844978,0.2125331,0.3433576,0.0008011811,0.01234698,0.00472588,0.4236034],"genre_scores_gemma":[0.00364895,0.0007377517,0.0004397921,0.2091552,0.05051822,0.0004029133,0.003742733,0.001307368,0.7300471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4960449,"threshold_uncertainty_score":0.7188308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071118924091084,"score_gpt":0.2711180213816474,"score_spread":0.2204068321407366,"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."}}