{"id":"W4410592722","doi":"10.5194/egusphere-2025-485-rc1","title":"Comment on egusphere-2025-485","year":2025,"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":"Environment and Climate Change Canada","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":[0.001541617,0.0007559187,0.00073801,0.0008960519,0.002046433,0.003435922,0.001841244,0.01669599,0.2781118],"category_scores_gemma":[0.008054087,0.000365628,0.001230023,0.0009891998,0.001050171,0.002400446,0.001777292,0.008035175,0.1649801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484841,"about_ca_system_score_gemma":0.002673544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02590694,"about_ca_topic_score_gemma":0.03158041,"domain_scores_codex":[0.9989005,0.00007519858,0.00008448969,0.0001128755,0.0005819962,0.0002448201],"domain_scores_gemma":[0.9971003,0.0005124681,0.0001394567,0.0002541694,0.001457944,0.0005356006],"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":[0.0000244999,0.000008879668,0.00006718555,0.00002811337,0.000001320084,0.00004931739,0.000006168959,0.000009328967,0.00005857893,0.0003801767,0.9969423,0.002424057],"study_design_scores_gemma":[0.0000202619,0.00001084189,0.0005271829,0.00005617849,0.000001969061,0.00001473916,0.00003120923,0.00002852885,0.0001081574,0.000328967,0.9988632,0.000008810123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001040377,0.001285148,0.0007376524,0.3661596,0.3530747,0.0006749135,0.0155987,0.003467344,0.2579616],"genre_scores_gemma":[0.005401659,0.0008399287,0.0005506797,0.4372599,0.04384245,0.0003790111,0.004469187,0.000929235,0.5063279],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2781118,"threshold_uncertainty_score":0.9303766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940607280958636,"score_gpt":0.2743464446364943,"score_spread":0.2249403718269079,"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."}}