{"id":"W4409987468","doi":"10.5194/egusphere-2024-3831-rc1","title":"Comment on egusphere-2024-3831","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":"McGill University; GDG Environnement; Environment and Climate Change Canada","funders":"","keywords":"Environmental 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":[0.0003418754,0.000303797,0.0005703146,0.0001632293,0.0001490464,0.00006506697,0.0002953453,0.0001841407,0.3103122],"category_scores_gemma":[0.00007203905,0.0002203334,0.0003777473,0.0005069262,0.00003208725,0.00003460814,0.00001517541,0.0004922299,0.006119366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007391234,"about_ca_system_score_gemma":0.0001054666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005439674,"about_ca_topic_score_gemma":0.01875203,"domain_scores_codex":[0.9982439,0.0001385809,0.0003707052,0.00045837,0.0005110796,0.0002773105],"domain_scores_gemma":[0.9989998,0.0001965536,0.000121665,0.000464318,0.00007462448,0.0001430755],"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":[0.000003323977,0.00001062548,0.0001926868,0.0003575681,0.00007442306,0.000005720387,0.000001698102,0.00004791121,8.901447e-9,0.00003683975,0.8488908,0.1503784],"study_design_scores_gemma":[0.00008369597,0.00008263436,0.0004238808,0.001079164,0.0001592487,0.0000015679,0.00001194267,0.0003916156,0.000003023261,0.00004633364,0.9974651,0.0002518414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002954753,0.01583926,0.00007943861,0.2413325,0.003365687,0.0002287003,0.0005559499,0.00008878436,0.7385067],"genre_scores_gemma":[0.00009920209,0.009085209,0.0001411396,0.1530284,0.0002260647,0.000002423789,0.001854815,0.000003246304,0.8355595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3041928,"threshold_uncertainty_score":0.9991532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311264800328286,"score_gpt":0.2636441440686049,"score_spread":0.240531496065322,"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."}}