{"id":"W4406377651","doi":"10.5194/egusphere-2024-3351-rc1","title":"Comment on egusphere-2024-3351","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":"Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration","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":[0.000343081,0.0003038406,0.0005702382,0.0001635682,0.0001492619,0.00006511545,0.0002954395,0.0001842766,0.3117277],"category_scores_gemma":[0.00007271547,0.0002203867,0.0003834436,0.0005078526,0.00003212242,0.00003463427,0.00001518154,0.0004926438,0.006121421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007405372,"about_ca_system_score_gemma":0.000103395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005347904,"about_ca_topic_score_gemma":0.01921126,"domain_scores_codex":[0.9982422,0.0001386453,0.0003705923,0.0004584678,0.0005125073,0.0002776148],"domain_scores_gemma":[0.9989946,0.0001958331,0.0001215484,0.0004702051,0.00007465833,0.0001431838],"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":[0.000003325685,0.00001063445,0.0001916825,0.0003571181,0.00007552041,0.000006507949,0.000001611135,0.00004954726,8.626373e-9,0.00003701799,0.8492932,0.1499739],"study_design_scores_gemma":[0.00008370057,0.00008371965,0.0004026015,0.001074185,0.000160859,0.000001891386,0.00001258499,0.0004003419,0.000002977602,0.00004582297,0.9974794,0.0002519375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003097416,0.01571217,0.00007857299,0.2388913,0.003353494,0.0002278503,0.0005700444,0.00008875224,0.7410747],"genre_scores_gemma":[0.00009793925,0.009120705,0.0001406182,0.1528218,0.0002261075,0.000002417656,0.001857382,0.000003246389,0.8357298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3056063,"threshold_uncertainty_score":0.9986856,"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."}}