{"id":"W4407914359","doi":"10.5194/egusphere-2024-4013-rc3","title":"Comment on egusphere-2024-4013","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":"Dalhousie University","funders":"","keywords":"Computer science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003275048,0.0003033846,0.0005671498,0.0001620962,0.000146911,0.00006680517,0.0002932004,0.0001832066,0.3289221],"category_scores_gemma":[0.00006891688,0.000219622,0.0003734096,0.0005039313,0.00003140485,0.00003546159,0.00001509941,0.0004878778,0.006702989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007291469,"about_ca_system_score_gemma":0.0001005145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006382902,"about_ca_topic_score_gemma":0.01973555,"domain_scores_codex":[0.998252,0.0001375433,0.0003704024,0.000455399,0.0005081145,0.0002765748],"domain_scores_gemma":[0.9990043,0.0001954605,0.0001210275,0.0004598234,0.00007608131,0.0001432923],"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":[0.000003038945,0.00001004431,0.0001770568,0.0003552285,0.00007433882,0.000005244759,0.000001610365,0.00005809961,8.557435e-9,0.00003708643,0.8555374,0.1437408],"study_design_scores_gemma":[0.00008131844,0.00008108348,0.0004280097,0.001049681,0.0001544732,0.000001476339,0.00001283931,0.0004810049,0.000002831484,0.00004330414,0.997413,0.0002509678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000030726,0.01627147,0.00008021449,0.2492592,0.003323881,0.0002375171,0.0005232996,0.0000888327,0.7302125],"genre_scores_gemma":[0.00009565232,0.009775527,0.0001395368,0.1544904,0.0002195795,0.000002596384,0.001827872,0.000003222744,0.8334455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3222191,"threshold_uncertainty_score":0.9981517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265544340410893,"score_gpt":0.2617335725918435,"score_spread":0.2390781291877346,"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."}}