{"id":"W4395676434","doi":"10.5194/egusphere-2024-1044-rc1","title":"Comment on egusphere-2024-1044","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":"","funders":"European Commission","keywords":"Chemistry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0004328117,0.0003610483,0.0004697215,0.00005875479,0.0000847675,0.0001043734,0.0003496697,0.0001402096,0.07158412],"category_scores_gemma":[0.00001931071,0.0002508369,0.0002474624,0.0002165969,0.000028053,0.00003272199,0.0000255862,0.0005648116,0.02770898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009988537,"about_ca_system_score_gemma":0.0001004245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008618725,"about_ca_topic_score_gemma":0.005768254,"domain_scores_codex":[0.9978196,0.00006697199,0.0002987189,0.0005144211,0.0009439273,0.0003563396],"domain_scores_gemma":[0.999159,0.00006771702,0.00007882699,0.0004603187,0.00006661558,0.0001675593],"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":[0.000002642275,0.0000196813,0.0001003506,0.001147611,0.0000661637,0.00001549601,0.000004793334,0.000008522913,4.315374e-8,0.0001559557,0.9600769,0.03840179],"study_design_scores_gemma":[0.00006278099,0.0001413108,0.0004780595,0.002241077,0.0001263214,0.000001625401,0.000004812018,0.00006210773,0.000001903037,0.001591029,0.9949794,0.0003095811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009507712,0.03396256,0.000004567735,0.3115522,0.01417586,0.0005530159,0.001829872,0.00007842264,0.637834],"genre_scores_gemma":[0.0002776393,0.002201343,0.0001040592,0.09217738,0.0006494883,0.000004812061,0.004070222,0.0000116079,0.9005035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2626694,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507816989939593,"score_gpt":0.2708917300756144,"score_spread":0.2201100310816551,"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."}}