{"id":"W4408610537","doi":"10.5194/egusphere-2024-4033-rc2","title":"Comment on egusphere-2024-4033","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003273199,0.0008729596,0.0009588808,0.001657758,0.004181874,0.003975388,0.002776059,0.02675571,0.3002643],"category_scores_gemma":[0.0250106,0.0005702043,0.001317236,0.001622673,0.001687927,0.00369522,0.002309121,0.01109728,0.2004414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003435786,"about_ca_system_score_gemma":0.004624364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03077788,"about_ca_topic_score_gemma":0.04207695,"domain_scores_codex":[0.9974577,0.000207474,0.0002253055,0.0002321831,0.001439896,0.0004373704],"domain_scores_gemma":[0.989716,0.002378609,0.0003783921,0.0005142367,0.005461458,0.001551324],"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":[0.00001250084,0.000006336656,0.00003805063,0.00002906432,7.593353e-7,0.0000619381,0.000007584845,0.000005362941,0.00002791005,0.000374556,0.9971182,0.002317769],"study_design_scores_gemma":[0.00001644429,0.000007601584,0.0003252443,0.00006119224,0.000001522901,0.00002363809,0.00003256032,0.00001969654,0.00004380438,0.0003589029,0.9991015,0.000007870465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004755677,0.001638678,0.0004310859,0.5079306,0.2680742,0.0005000847,0.003883833,0.001681512,0.2153844],"genre_scores_gemma":[0.002580872,0.001110689,0.000313235,0.415234,0.05250375,0.000390923,0.001311969,0.0007000402,0.5258546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3002643,"threshold_uncertainty_score":0.9980881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231033511680422,"score_gpt":0.2636560249820353,"score_spread":0.2405526738139931,"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."}}