{"id":"W4391403748","doi":"10.5194/egusphere-2023-3023-rc1","title":"Comment on egusphere-2023-3023","year":2024,"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":"Office of STEM Engagement; Nuclear Safety and Security Commission; York University; National Aeronautics and Space Administration","keywords":"Psychology; Computer science","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":[0.0003988525,0.000321641,0.0005165462,0.0001550992,0.0001050742,0.0001384123,0.0002820744,0.000181762,0.3215341],"category_scores_gemma":[0.00003932357,0.0002207048,0.00042936,0.0005092639,0.0000346967,0.00003545123,0.00001576462,0.00059746,0.06443876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007552937,"about_ca_system_score_gemma":0.00006500879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006385898,"about_ca_topic_score_gemma":0.02812883,"domain_scores_codex":[0.9981014,0.0001014844,0.0003636514,0.0005223714,0.0006171286,0.0002940353],"domain_scores_gemma":[0.9991366,0.0001344034,0.00008839338,0.000411318,0.00005042471,0.0001788514],"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":[0.0000023281,0.000007320976,0.00004027428,0.0005130377,0.00009400222,0.00002128927,0.000002803383,0.00003812174,1.896588e-8,0.0000276966,0.9037323,0.09552079],"study_design_scores_gemma":[0.00004530175,0.0001085483,0.0001820974,0.001191933,0.0002112012,0.000005503019,0.00001413958,0.0007244544,0.000002328327,0.0001368079,0.997089,0.0002886286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006781372,0.04400292,0.00001784052,0.3815969,0.004871522,0.0002280947,0.001028294,0.0001818056,0.5680658],"genre_scores_gemma":[0.0002849758,0.0074753,0.00006604884,0.1082052,0.0005256351,0.00000282989,0.002965302,0.000008507195,0.8804662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3124004,"threshold_uncertainty_score":0.9896053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944705221935928,"score_gpt":0.267830380351436,"score_spread":0.2383833281320767,"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."}}