{"id":"W4407162686","doi":"10.5194/egusphere-2024-3745-cc1","title":"Comment on egusphere-2024-3745","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; University of Toronto","funders":"","keywords":"Materials science; 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":[0.00281743,0.001019598,0.001071011,0.00139976,0.003369334,0.00488271,0.002504166,0.02295194,0.3731492],"category_scores_gemma":[0.01450353,0.0005504946,0.001576081,0.001552054,0.001593363,0.002929289,0.002637564,0.01088694,0.2733228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090854,"about_ca_system_score_gemma":0.003287027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02487906,"about_ca_topic_score_gemma":0.02752903,"domain_scores_codex":[0.9979349,0.0001707572,0.0001665638,0.0002383774,0.001070538,0.0004188436],"domain_scores_gemma":[0.9952735,0.001070818,0.0002126699,0.0004237617,0.002198698,0.0008206145],"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":[0.00002239353,0.000008067484,0.00004375251,0.00002544478,0.000001360735,0.00004206851,0.000007138334,0.000005594149,0.00004105498,0.0003684499,0.9971972,0.002237537],"study_design_scores_gemma":[0.00002635157,0.00001282907,0.0003671349,0.00007516936,0.000002352976,0.00001558945,0.00003199601,0.00002242792,0.00007902686,0.0004022013,0.9989552,0.000009516241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006020028,0.001315351,0.0007055566,0.3573496,0.3675066,0.000685783,0.009469347,0.003482184,0.2588835],"genre_scores_gemma":[0.002752211,0.0007853132,0.0003870676,0.4198361,0.05469779,0.0004232481,0.002560735,0.001052747,0.5175047],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3731492,"threshold_uncertainty_score":0.8941267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323157647662119,"score_gpt":0.2690070449422728,"score_spread":0.2257754684656517,"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."}}