{"id":"W4406865057","doi":"10.5194/egusphere-2024-2563-rc2","title":"Comment on egusphere-2024-2563","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 Calgary","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003438048,0.000303226,0.0005681141,0.0001625526,0.0001480859,0.00006467054,0.000294517,0.0001838861,0.3243558],"category_scores_gemma":[0.00007297468,0.0002200051,0.0003765174,0.0005079258,0.0000321543,0.00003449295,0.00001510157,0.0004912678,0.006037107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007716865,"about_ca_system_score_gemma":0.0001077373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005496109,"about_ca_topic_score_gemma":0.01989871,"domain_scores_codex":[0.9982483,0.0001384604,0.000370623,0.000458877,0.0005072401,0.0002764348],"domain_scores_gemma":[0.998997,0.0001995459,0.0001214782,0.0004646953,0.00007450375,0.0001427226],"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":[0.000003426115,0.00001052922,0.0001872142,0.0003634245,0.00007421105,0.000005802853,0.000001585828,0.00006795663,7.477462e-9,0.00003577022,0.847845,0.1514051],"study_design_scores_gemma":[0.0000856386,0.00008424627,0.0004266701,0.001084774,0.0001585611,0.000001545383,0.00001225874,0.0004269151,0.000002557481,0.00004524213,0.9974202,0.0002514024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003378148,0.01605351,0.0000685505,0.2327883,0.003375342,0.0002311056,0.0005618949,0.0000895183,0.7468284],"genre_scores_gemma":[0.0001011604,0.009021487,0.0001371489,0.1525908,0.0002296635,0.000002432331,0.001804709,0.000003241199,0.8361094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3183187,"threshold_uncertainty_score":0.9979856,"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."}}