{"id":"W4402976863","doi":"10.5194/egusphere-2024-1741-rc2","title":"Comment on egusphere-2024-1741","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":"McMaster University","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004328536,0.0003617497,0.0004715306,0.00005894033,0.00008488957,0.0001049467,0.0003508542,0.0001405336,0.07145026],"category_scores_gemma":[0.00002015524,0.0002514027,0.0002484818,0.0002174915,0.00002810959,0.00003325204,0.00002561054,0.000566043,0.02765126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001018406,"about_ca_system_score_gemma":0.0001009426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00818385,"about_ca_topic_score_gemma":0.005662674,"domain_scores_codex":[0.9978143,0.00006652092,0.0002992632,0.0005157762,0.0009460762,0.0003580794],"domain_scores_gemma":[0.9991546,0.0000679735,0.00007899164,0.0004618741,0.00006824527,0.0001682888],"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":[0.000002651575,0.00001973477,0.0001053747,0.001149383,0.00006639231,0.00001552728,0.000004683666,0.000008320376,4.503028e-8,0.0001603518,0.9592228,0.03924475],"study_design_scores_gemma":[0.00006296155,0.0001426187,0.0005047034,0.002264867,0.0001264076,0.000001628236,0.000004645291,0.00005901572,0.000001952391,0.001614061,0.9949067,0.0003104061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009395118,0.03464872,0.00000444231,0.310984,0.01415598,0.0005487927,0.0017152,0.00007757738,0.6378559],"genre_scores_gemma":[0.0002726321,0.00226973,0.0001089637,0.09176771,0.0006514427,0.000004837184,0.003971244,0.0000115926,0.9009418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.263086,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05042631077540908,"score_gpt":0.2710463333753398,"score_spread":0.2206200225999307,"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."}}