{"id":"W4402625970","doi":"10.5194/egusphere-2024-1810-rc2","title":"Comment on egusphere-2024-1810","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004313197,0.0003612495,0.0004702058,0.00005898258,0.00008439629,0.0001049445,0.000351284,0.0001429192,0.07168966],"category_scores_gemma":[0.00002040916,0.0002511612,0.0002454982,0.0002188075,0.00002829994,0.00003304292,0.00002559232,0.0005821889,0.02848641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000997019,"about_ca_system_score_gemma":0.0001019909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008282307,"about_ca_topic_score_gemma":0.006125625,"domain_scores_codex":[0.9978201,0.00006596206,0.0002984492,0.000515107,0.0009437539,0.0003565843],"domain_scores_gemma":[0.9991534,0.00006770632,0.00007885895,0.0004623174,0.00006970979,0.0001680192],"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":[0.000002665885,0.00001960729,0.0001056527,0.001141072,0.00006539866,0.00001537381,0.00000466097,0.000007928284,4.673715e-8,0.0001566348,0.9597284,0.0387526],"study_design_scores_gemma":[0.00006285126,0.0001421048,0.0005221568,0.002206502,0.0001256813,0.000001635112,0.000004590958,0.000058748,0.00000195921,0.001568905,0.9949948,0.0003100911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009663844,0.03348057,0.000004463823,0.3129936,0.01455291,0.0005499699,0.001722072,0.00007768864,0.636609],"genre_scores_gemma":[0.0002776022,0.002203035,0.0001089496,0.09130876,0.0006579987,0.000004734587,0.003989698,0.00001163273,0.9014376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2648286,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137827764082146,"score_gpt":0.2720939574190753,"score_spread":0.2207156797782538,"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."}}