{"id":"W4412718532","doi":"10.5194/egusphere-2024-4150-rc2","title":"Comment on egusphere-2024-4150","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":"Concordia University","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003426749,0.0003038001,0.0005702545,0.000163326,0.00014905,0.00006504933,0.0002954298,0.0001977415,0.3143018],"category_scores_gemma":[0.00007210709,0.0002203328,0.0003776003,0.0005071581,0.00003171019,0.00003460396,0.00001518278,0.000528558,0.006101363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007319355,"about_ca_system_score_gemma":0.0001038586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005639344,"about_ca_topic_score_gemma":0.01961101,"domain_scores_codex":[0.9982425,0.0001383963,0.0003708411,0.0004583742,0.0005125017,0.0002774115],"domain_scores_gemma":[0.9990005,0.0001958881,0.000121738,0.0004643144,0.00007439336,0.000143118],"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":[0.000003310812,0.00001056834,0.0001857739,0.0003561471,0.00007394596,0.000005548676,0.000001582313,0.00004856813,9.309064e-9,0.00003655762,0.8451211,0.1541569],"study_design_scores_gemma":[0.00008329485,0.00008257212,0.0004469283,0.00107797,0.0001592171,0.000001539332,0.00001257897,0.0003868551,0.000003043447,0.00004489852,0.9974492,0.00025188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000276279,0.01616727,0.00007646465,0.2344541,0.00326988,0.0002250551,0.0005465429,0.00008769231,0.7451702],"genre_scores_gemma":[0.00009645322,0.009414352,0.0001438478,0.1544185,0.0002390843,0.000002417021,0.00184433,0.000003247498,0.8338377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3082005,"threshold_uncertainty_score":0.9982786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304503682268659,"score_gpt":0.2636385429035633,"score_spread":0.2405935060808767,"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."}}