{"id":"W4408128622","doi":"10.5194/egusphere-2024-3651-rc1","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003429446,0.000303553,0.0005694966,0.0001627582,0.0001486944,0.00006462829,0.0002999833,0.0001840553,0.3124309],"category_scores_gemma":[0.00007293261,0.0002201879,0.0003775039,0.0005037274,0.00003213686,0.00003458873,0.00001557414,0.0004918079,0.006076734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007374617,"about_ca_system_score_gemma":0.0001033822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005865534,"about_ca_topic_score_gemma":0.02147181,"domain_scores_codex":[0.9982442,0.0001385062,0.0003706744,0.0004581752,0.0005114279,0.0002769842],"domain_scores_gemma":[0.9989954,0.0001958649,0.0001217514,0.0004695764,0.00007452957,0.0001429203],"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":[0.000003293814,0.00001056856,0.0001891885,0.000348908,0.0000742453,0.0000055471,0.00000164954,0.00004843738,8.646786e-9,0.00003925798,0.8475766,0.1517023],"study_design_scores_gemma":[0.00008428722,0.0000802651,0.0004197507,0.001073621,0.0001586042,0.000001509629,0.00001296508,0.0003992011,0.000002897747,0.00004847989,0.9974667,0.0002517241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002897731,0.015612,0.00007534526,0.2370485,0.003322098,0.0002286854,0.0005691843,0.00008789782,0.7430534],"genre_scores_gemma":[0.00009721814,0.008815013,0.0001417824,0.1547351,0.0002268483,0.000002479955,0.0018253,0.00000324524,0.834153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3063542,"threshold_uncertainty_score":0.9963838,"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."}}