{"id":"W4408363350","doi":"10.5194/egusphere-2024-3651-rc2","title":"Comment on egusphere-2024-3651","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":"University of Alberta; Carleton University; University of British Columbia","funders":"","keywords":"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":[0.00179693,0.0009303568,0.0009298982,0.001241412,0.002735774,0.003655056,0.002198561,0.01852851,0.4738596],"category_scores_gemma":[0.01107346,0.0004789588,0.001235683,0.001641102,0.00128649,0.002668941,0.00240672,0.009071993,0.3380423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746851,"about_ca_system_score_gemma":0.002730869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447785,"about_ca_topic_score_gemma":0.02890815,"domain_scores_codex":[0.9986859,0.00009164499,0.0001057828,0.0001435367,0.0006858295,0.0002872729],"domain_scores_gemma":[0.9961292,0.0007881892,0.0001693093,0.0003402272,0.001831855,0.0007412383],"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":[0.00002392759,0.000009777541,0.00004679673,0.00002618448,0.000001061259,0.00004361257,0.000005165371,0.00000839762,0.00003969171,0.0003174936,0.9963986,0.003079254],"study_design_scores_gemma":[0.00002273078,0.0000102636,0.0003611252,0.00006046252,0.000001504151,0.00001255368,0.00002530822,0.00002376637,0.00006816278,0.0003144924,0.9990915,0.000008126006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007177199,0.001048299,0.000673869,0.2659619,0.3080865,0.0006632066,0.01221684,0.004201563,0.40643],"genre_scores_gemma":[0.003236928,0.0007383399,0.0004174637,0.3017152,0.03778262,0.0004377202,0.003399868,0.001192535,0.6510794],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4738596,"threshold_uncertainty_score":0.7504754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314036258114884,"score_gpt":0.2636405193469964,"score_spread":0.2405001567658476,"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."}}