{"id":"W4406255781","doi":"10.5194/egusphere-2024-2712-ac1","title":"Comment on egusphere-2024-2712","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":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003464247,0.0003031275,0.0005680731,0.0001616493,0.0001474133,0.00006387642,0.0002924785,0.0001839085,0.3193286],"category_scores_gemma":[0.00007102451,0.0002198581,0.0003763684,0.0005060451,0.0000318715,0.00003544221,0.00001508017,0.0004903183,0.006028888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007389112,"about_ca_system_score_gemma":0.0001023237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659982,"about_ca_topic_score_gemma":0.01893963,"domain_scores_codex":[0.9982518,0.0001388364,0.0003690099,0.0004548817,0.0005061934,0.0002792747],"domain_scores_gemma":[0.999002,0.0001958239,0.0001212927,0.0004626882,0.00007380571,0.0001443438],"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":[0.000003302645,0.0000105334,0.0002011529,0.0003540697,0.00007399621,0.000005438009,0.000001644046,0.00004955773,7.893394e-9,0.0000373863,0.8443279,0.154935],"study_design_scores_gemma":[0.00008287014,0.00008069656,0.0004368247,0.001054461,0.0001608681,0.00000153859,0.00001267783,0.0003859221,0.000003014025,0.00004552295,0.9974843,0.000251358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002708446,0.01695143,0.00008561672,0.2394352,0.003407931,0.0002287515,0.0005561627,0.00008900156,0.7392432],"genre_scores_gemma":[0.00009782177,0.009134022,0.0001380834,0.1539908,0.0002292896,0.000002412917,0.001786953,0.000003240532,0.8346174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3132997,"threshold_uncertainty_score":0.9989622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329719922159897,"score_gpt":0.2638185094227359,"score_spread":0.2405213102011369,"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."}}