{"id":"W4407360073","doi":"10.5194/egusphere-2024-4070-rc1","title":"Comment on egusphere-2024-4070","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genealogy; Geography; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003380619,0.0003009013,0.0005651987,0.0001616332,0.0001477162,0.00006385631,0.0002974692,0.0001830512,0.3179811],"category_scores_gemma":[0.00007338594,0.0002185096,0.0003648737,0.0005095435,0.00003113609,0.00003512854,0.00001524083,0.0004856228,0.006497879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007402318,"about_ca_system_score_gemma":0.0001025631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005452815,"about_ca_topic_score_gemma":0.01863309,"domain_scores_codex":[0.9982463,0.0001380398,0.0003683919,0.0004562723,0.0005154737,0.0002755907],"domain_scores_gemma":[0.9990106,0.0001889986,0.0001212593,0.0004619188,0.00007512156,0.0001421394],"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":[0.000003358022,0.00001045524,0.0002192117,0.000342545,0.00007543978,0.00000549499,0.000001542414,0.00004790435,8.319764e-9,0.00003210493,0.8493835,0.1498784],"study_design_scores_gemma":[0.00008491475,0.0000786232,0.0004760866,0.001069293,0.0001564688,0.000001443678,0.00001236074,0.0003859118,0.000002950056,0.00004229771,0.9974414,0.0002483004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003058855,0.01532339,0.00008083859,0.2303537,0.003489782,0.0002304156,0.0005804302,0.00008719425,0.7498512],"genre_scores_gemma":[0.00009847082,0.008958965,0.000133446,0.1530824,0.0002177196,0.000002369021,0.001839285,0.00000321068,0.8356641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3114832,"threshold_uncertainty_score":0.9992743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308746300177347,"score_gpt":0.2636057776248622,"score_spread":0.2405183146230887,"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."}}