{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001378721,0.0007809656,0.0007338641,0.00102994,0.002273253,0.002940049,0.001733172,0.01560407,0.3980461],"category_scores_gemma":[0.007550946,0.0004437014,0.001130586,0.001127031,0.001182476,0.00219119,0.001809155,0.008224783,0.2610266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125113,"about_ca_system_score_gemma":0.002241559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883056,"about_ca_topic_score_gemma":0.02507482,"domain_scores_codex":[0.998917,0.00007987181,0.0001012088,0.0001271971,0.0005584914,0.000216266],"domain_scores_gemma":[0.9972426,0.000521159,0.0001296112,0.0002493421,0.001314478,0.0005428605],"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":[0.00002456962,0.0000126602,0.00009062346,0.00003043855,0.000001537311,0.00007348388,0.00000666322,0.000009848586,0.00006618239,0.0003431159,0.9954542,0.003886587],"study_design_scores_gemma":[0.00001787803,0.000009851658,0.000420505,0.00005725937,0.000001727344,0.00001840795,0.00002985305,0.00002204407,0.00008229426,0.0002904891,0.9990425,0.000007079418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008620403,0.001119171,0.000580351,0.3244399,0.3635648,0.0004948117,0.007396802,0.002532752,0.2990094],"genre_scores_gemma":[0.003865648,0.0009089356,0.0004054556,0.3113967,0.0533651,0.0002551386,0.002024746,0.0006565499,0.6271217],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3980461,"threshold_uncertainty_score":0.8586142,"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."}}